{"slug":"ietf-opens-the-door-to-a-real-standard-for-agent-to-agent-communication-2","citations":[{"url":"https://www.ietf.org/blog/ietf126-bofs/","committed_hash":"sha256:b72fe7cd5431b77d01eeaa8a51ef5d481847c4c2a246e59a9dad9d63a49f39a7","committed_hash_short":"sha256:b72fe7cd…a49f39a7","mime_type":"text/html","committed_at":"2026-07-28T12:00:29.225642+00:00","content_snapshot":"\n\n <!doctype html><!--[if lt IE 7]>      <html lang=\"en\" class=\"no-js lt-ie9 lt-ie8 lt-ie7\"> <![endif]--><!--[if IE 7]>         <html lang=\"en\" class=\"no-js lt-ie9 lt-ie8\"> <![endif]--><!--[if IE 8]>         <html lang=\"en\" class=\"no-js lt-ie9\"> <![endif]--><!--[if gt IE 8]><!--><html lang=\"en\" class=\"no-js\"><!--<![endif]--><head> <meta charset=\"utf-8\"/><meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\"/><title>IETF  | Birds of a Feather at IETF 126</title><meta name=\"description\" content=\"The IETF 126 Vienna meeting takes place 18–24 July 2026. As at every IETF meeting, alongside the established Working Groups there will be a handful of Birds-of-a-Feather (BoF) sessions—and these are often the most interesting place to watch where Internet standards work is heading next.\"/><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\"/><meta name=\"twitter:card\" content=\"summary\"/><meta name=\"twitter:title\" content=\"Birds of a Feather at IETF 126\"/><meta name=\"twitter:description\" content=\"The IETF 126 Vienna meeting takes place 18–24 July 2026. As at every IETF meeting, alongside the established Working Groups there will be a handful of Birds-of-a-Feather (BoF) sessions—and these are often the most interesting place to watch where Internet standards work is heading next.\"><meta name=\"twitter:image\" content=\"/media/images/IETF126-Social-Alt.original.png\"><meta property=\"fb:app_id\" content=\"\"/><meta property=\"og:type\" content=\"website\"/><meta property=\"og:url\" content=\"/blog/ietf126-bofs/\"/><meta property=\"og:title\" content=\"Birds of a Feather at IETF 126\"/><meta property=\"og:image\" content=\"/media/images/IETF126-Social-Alt.original.png\"/><meta property=\"og:description\" content=\"The IETF 126 Vienna meeting takes place 18–24 July 2026. As at every IETF meeting, alongside the established Working Groups there will be a handful of Birds-of-a-Feather (BoF) sessions—and these are often the most interesting place to watch where Internet standards work is heading next.\"/><meta property=\"og:site_name\" content=\"IETF\"/>\n    <link rel=\"alternate\" type=\"application/atom+xml\" title=\"IETF Blog\" href=\"/blog/feed/\">\n <link href=\"https://static.ietf.org/fonts/inter/import.css\" rel=\"stylesheet\"/> <script defer=\"defer\" src=\"/static/dist/main.93c085ebaafe.js\"></script><link href=\"/static/dist/main.433f4b9c3ff4.css\" rel=\"stylesheet\"></head><body class=\"template-blog-page\">  \n\n<header class=\"header\">\n    <a href=\"#content\" class=\"visually-hidden visually-hidden-focusable\">Skip to main content</a>\n    <nav\n        class=\"navbar navbar-expand-lg\"\n        aria-label=\"Main\"\n    >\n        <div class=\"container position-relative\">\n            <button\n                class=\"navbar-toggler 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<button\n            class=\"\n                nav-link btn megamenu__toggle\n                text-dark fw-semibold text-uppercase\n                dropdown-toggle pe-1\n            \"\n            \n                id=\"megamenu-toggle-2\"\n                role=\"button\"\n                data-bs-toggle=\"dropdown\"\n                data-bs-auto-close=\"outside\"\n                aria-expanded=\"false\"\n            \n        >\n            Technologies\n        </button>\n\n        \n        <div\n            class=\"dropdown-menu megamenu__menu w-100 px-2\"\n            aria-labelledby=\"megamenu-toggle-\"\n        >\n            <div class=\"container py-3\">\n                <div class=\"row gx-5\">\n                    <div class=\"col-lg-4 d-none d-lg-block\">\n                        <div class=\"\">\n                            <p>The IETF works on a broad range of networking technologies that provide the foundation for the Internet&#x27;s growth and evolution.</p>\n\n                            \n                            \n                            <img src=\"/media/images/things.width-600.jpg\" class=\"w-100 object-fit-cover\" />\n                            \n                        </div>\n                    </div>\n                    <div class=\"col-lg-8\">\n                        <h5 class=\"border-bottom mb-1 pb-1\">\n                            \n                            <a class=\"dropdown-item\" href=\"/technologies/\">\n                                Technologies\n                                <i class=\"bi bi-chevron-right\"></i>\n                            </a>\n                            \n                        </h5>\n\n                        <ul class=\"megamenu__linklist\">\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/technologies/netmgmt/\">\n                                    Automated network management\n                              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\n                        <h6 class=\"mt-3 mb-1 pb-1 border-bottom\">IETF technologies in action</h6>\n\n                        <ul class=\"megamenu__linklist\">\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/technologies/dns/\">\n                                    Domain Name System\n                                </a>\n                            </li>\n                            \n                        </ul>\n                        \n                        <h6 class=\"mt-3 mb-1 pb-1 border-bottom\">IETF technology groups</h6>\n\n                        <ul class=\"megamenu__linklist\">\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/technologies/areas/\">\n                                    IETF Areas\n                                </a>\n                            </li>\n                            \n     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href=\"/blog/ai-pref-update/\">\n                                    Enabling Publishers to Express Preferences for AI Crawlers: An Update on the AIPREF Working Group\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/blog/sidrops-and-avoidable-route-hijacks/\">\n                                    Preventing Internet Route Hijack with SIDRops Technology\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/blog/rcs-adopts-mls/\">\n                                    End-to-end encryption based on the IETF-developed Messaging Layer Security set be used on 100s of millions of mobile devices\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/blog/green-wg/\">\n                                    The new GREEN working group gets ready for an energy efficient Internet\n                                </a>\n                            </li>\n                            \n                        </ul>\n                        \n                    </div>\n                </div>\n            </div>\n        </div>\n        \n    </li>\n    \n    <li class=\"nav-item dropdown position-static\">\n        <button\n            class=\"\n                nav-link btn megamenu__toggle\n                text-dark fw-semibold text-uppercase\n                dropdown-toggle pe-1\n            \"\n            \n                id=\"megamenu-toggle-5\"\n                role=\"button\"\n                data-bs-toggle=\"dropdown\"\n                data-bs-auto-close=\"outside\"\n                aria-expanded=\"false\"\n            \n       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        <a class=\"dropdown-item\" href=\"/meeting/\">\n                                Meetings\n                                <i class=\"bi bi-chevron-right\"></i>\n                            </a>\n                            \n                        </h5>\n\n                        <ul class=\"megamenu__linklist\">\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/meeting/126/\">\n                                    IETF 126 Vienna\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/meeting/127/\">\n                                    IETF 127 San Francisco\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/meeting/upcoming/\">\n                                    Upcoming meetings\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/meeting/past/\">\n                                    Past meetings\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/meeting/interim/\">\n                                    Interim meetings\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/meeting/hackathons/\">\n                                    IETF Hackathons\n                                </a>\n                     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   <ul class=\"megamenu__linklist\">\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/meeting/planning/\">\n                                    Meeting planning\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/support-us/sponsorship/\">\n                                    Meeting sponsorship\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/meeting/side-meetings/\">\n                                    Side meetings and private meetings\n                                </a>\n                            </li>\n                            \n                        </ul>\n                        \n                    </div>\n                </div>\n            </div>\n        </div>\n        \n    </li>\n    \n    <li class=\"nav-item dropdown position-static\">\n        <button\n            class=\"\n                nav-link btn megamenu__toggle\n                text-dark fw-semibold text-uppercase\n                dropdown-toggle pe-1\n            \"\n            \n                id=\"megamenu-toggle-4\"\n                role=\"button\"\n                data-bs-toggle=\"dropdown\"\n                data-bs-auto-close=\"outside\"\n                aria-expanded=\"false\"\n            \n        >\n            Process\n        </button>\n\n        \n        <div\n            class=\"dropdown-menu megamenu__menu w-100 px-2\"\n            aria-labelledby=\"megamenu-toggle-\"\n        >\n            <div class=\"container py-3\">\n                <div class=\"row gx-5\">\n                    <div class=\"col-lg-4 d-none d-lg-block\">\n                        <div class=\"\">\n                            <p>The IETF is the premier Internet standards organization. It follows open and well-documented processes for setting these standards. Once published, those standards are made freely available.</p>\n\n                            \n                        </div>\n                    </div>\n                    <div class=\"col-lg-8\">\n                        <h5 class=\"border-bottom mb-1 pb-1\">\n                            \n                            <a class=\"dropdown-item\" href=\"/process/\">\n                                Process\n                                <i class=\"bi bi-chevron-right\"></i>\n                            </a>\n                            \n                        </h5>\n\n                        <ul class=\"megamenu__linklist\">\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/process/process/\">\n                                    Guide to the IETF standards process\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/process/informal/\">\n                                    Informal guide to IETF process documents\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/process/new-work/\">\n                                    Bringing new work to the IETF\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/process/ipr/\">\n                                    Intellectual property rights (IPR)\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/process/wgs/\">\n                     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Publication formats\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"https://www.ietf.org/process/rfcs/#statuses\">\n                                    Statuses\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"https://www.ietf.org/process/rfcs/#streams\">\n                                    Publication streams\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"https://www.ietf.org/process/rfcs/#errata\">\n                                    Corrections and errata\n                                </a>\n                            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aria-expanded=\"false\"\n            \n        >\n            Participate\n        </button>\n\n        \n        <div\n            class=\"dropdown-menu megamenu__menu w-100 px-2\"\n            aria-labelledby=\"megamenu-toggle-\"\n        >\n            <div class=\"container py-3\">\n                <div class=\"row gx-5\">\n                    <div class=\"col-lg-4 d-none d-lg-block\">\n                        <div class=\"\">\n                            <p>The global IETF community works together in many different ways to produce high quality, relevant technical documents that influence the way people design, use, and manage the Internet.</p>\n\n                            \n                        </div>\n                    </div>\n                    <div class=\"col-lg-8\">\n                        <h5 class=\"border-bottom mb-1 pb-1\">\n                            \n                            <a class=\"dropdown-item\" href=\"/participate/\">\n                                Participate\n                                <i class=\"bi bi-chevron-right\"></i>\n                            </a>\n                            \n                        </h5>\n\n                        <ul class=\"megamenu__linklist\">\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/participate/get-started/\">\n                                    Getting started in the IETF\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/participate/ids/\">\n                                    Internet-Drafts\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/participate/ietf-systers/\">\n                                    IETF Systers\n                                </a>\n                            </li>\n                            \n                        </ul>\n\n                        \n                        <h6 class=\"mt-3 mb-1 pb-1 border-bottom\">Tools and services</h6>\n\n                        <ul class=\"megamenu__linklist\">\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"https://datatracker.ietf.org\">\n                                    Datatracker\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/participate/lists/\">\n                                    Mailing lists\n                                </a>\n                            </li>\n                            \n                            <li>\n                                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href=\"/process/wgs/\">\n                                    Guide to IETF Working Groups\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/participate/roles/\">\n                                    Roles in the IETF\n                                </a>\n                            </li>\n                            \n                        </ul>\n                        \n                        <h6 class=\"mt-3 mb-1 pb-1 border-bottom\">Key policies</h6>\n\n                        <ul class=\"megamenu__linklist\">\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/about/note-well/\">\n                                    Note Well - A reminder of IETF policies\n                                </a>\n                            </li>\n                   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      <a class=\"dropdown-item\" href=\"/privacy-statement/\">\n                                    IETF/IRTF/IAB Privacy Statement\n                                </a>\n                            </li>\n                            \n                        </ul>\n                        \n                    </div>\n                </div>\n            </div>\n        </div>\n        \n    </li>\n    \n    <li class=\"nav-item dropdown position-static\">\n        <button\n            class=\"\n                nav-link btn megamenu__toggle\n                text-dark fw-semibold text-uppercase\n                dropdown-toggle pe-1\n            \"\n            \n                id=\"megamenu-toggle-6\"\n                role=\"button\"\n                data-bs-toggle=\"dropdown\"\n                data-bs-auto-close=\"outside\"\n                aria-expanded=\"false\"\n            \n        >\n            Support us\n        </button>\n\n        \n        <div\n            class=\"dropdown-menu megamenu__menu w-100 px-2\"\n            aria-labelledby=\"megamenu-toggle-\"\n        >\n            <div class=\"container py-3\">\n                <div class=\"row gx-5\">\n                    <div class=\"col-lg-4 d-none d-lg-block\">\n                        <div class=\"\">\n                            <p>By supporting the IETF today, you are ensuring a free and open Internet exists tomorrow.</p>\n\n                            \n                            \n                            <img src=\"/media/images/IMG_15.width-600.jpg\" class=\"w-100 object-fit-cover\" />\n                            \n                        </div>\n                    </div>\n                    <div class=\"col-lg-8\">\n                        <h5 class=\"border-bottom mb-1 pb-1\">\n                            \n                            <a class=\"dropdown-item\" href=\"/support-us/\">\n                                Support us\n                                <i 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                      </a>\n                            </li>\n                            \n                        </ul>\n\n                        \n                        <h6 class=\"mt-3 mb-1 pb-1 border-bottom\">Ways to give</h6>\n\n                        <ul class=\"megamenu__linklist\">\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/support-us/endowment/\">\n                                    IETF Endowment\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/support-us/sponsorship/\">\n                                    Meeting sponsorship\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/support-us/donate/\">\n                                    Other ways to give\n                                </a>\n                            </li>\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/support-us/technical-foundations/\">\n                                    Technical foundations for business\n                                </a>\n                            </li>\n                            \n                        </ul>\n                        \n                        <h6 class=\"mt-3 mb-1 pb-1 border-bottom\">Supporting values</h6>\n\n                        <ul class=\"megamenu__linklist\">\n                            \n                            <li>\n                                <a class=\"dropdown-item\" href=\"/runningcode/\">\n                                    Running Code\n                                </a>\n                            </li>\n                 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 </li>\n    \n</ul>\n\n\n\n\n                <ul class=\"navbar-nav col-xl-auto\">\n                    \n\n                    <li\n                        class=\"\n                            nav-item\n                            \n                        \"\n                    >\n                        <a\n                            class=\"\n                                nav-link btn text-dark\n                                \n                            \"\n                            href=\"/blog/\"\n                        >News &amp; blog</a>\n\n                        \n\n                    </li>\n                    \n                    <li class=\"nav-item d-none d-lg-inline-block\">\n                        <a\n                            href=\"/search\"\n                            class=\"btn text-dark nav-link\"\n                            role=\"button\"\n                            data-bs-toggle=\"collapse\"\n                            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       placeholder=\"Search\"\n                        aria-label=\"Search\"\n                        name=\"query\"\n                        required\n                    />\n                    <button type=\"submit\" class=\"btn btn-primary\" aria-label=\"Submit website search\">Go</button>\n                </form>\n            </div>\n        </div>\n    </div>\n</header>\n \n<div class=\"bg-white\">\n    <div id=\"content\">\n        <div class=\"container\">\n            <div class=\"row align-items-start g-0\">\n                <aside class=\"col-12 col-lg-4 d-flex flex-column bg-light d-lg-none\" aria-label=\"Blog listing\">\n                    <div class=\"d-none d-lg-block\">\n                        \n\n<ul class=\"list-unstyled mb-0\">\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/ietf-community-survey-2025/\">IETF Community Survey 2025</a></h2>\n                <p class=\"card-text\">Each year the IETF Community Survey provides a comprehensive assessment of community demographics, engagement patterns, and perceptions of organizational effectiveness. The full report from the 2025 edition is now available.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n        <li class=\"mb-3\">\n            <span class=\"d-inline-block\">\n                <a href=\"/blog/author/jay-daley/\">\n                    Jay Daley\n                </a>\n            </span>\n            \n                <span class=\"ms-3 ps-3 d-inline-block border-start\">IETF Executive Director</span>\n            \n        </li>\n    \n        <li class=\"mb-3\">\n            <span class=\"d-inline-block\">\n                <a href=\"/blog/author/akanksha-gohil/\">\n                    Akanksha Gohil\n                </a>\n            </span>\n            \n                <span class=\"ms-3 ps-3 d-inline-block border-start\">IETF LLC Research and Insights Analyst</span>\n            \n        </li>\n    \n    \n</ul>\n\n                14 Jul 2026\n            </div>\n        </li>\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/academic-journey/\">From Lab to RFC: A PhD Student&#x27;s Journey through the IETF</a></h2>\n                <p class=\"card-text\">Martine Sophie Lenders has been regularly participating in the IETF for over a decade, starting with the IETF 93 meeting in Prague in 2015. She has authored several Internet-Drafts—two of which recently were published as RFCs—and at the same time works on a PhD at FU Berlin and as a research associate at TU Dresden. We asked a few questions about what her experience in the IETF has been like while pursuing an academic journey.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n    \n</ul>\n\n                1 Jul 2026\n            </div>\n        </li>\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/ietf126-new-topics/\">Suggested IETF 126 Sessions for Getting Familiar with New Topics</a></h2>\n                <p class=\"card-text\">These IETF 126 meeting sessions are likely to include discussions and proposals that are accessible to a broad range of Internet technologists whether they are new to the IETF or long-time participants.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n    \n</ul>\n\n                29 Jun 2026\n            </div>\n        </li>\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/llc-board-retreat-2026/\">IETF LLC Board Retreat 2026</a></h2>\n                <p class=\"card-text\">The IETF Administration LLC Board of Directors held its annual retreat 29-30 April 2026 in Amsterdam. In addition to all Board members, the IETF Executive Director, the Director of Finance, and the Board Secretary were present. Here is a short summary of the main points we discussed.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n        <li class=\"mb-3\">\n            <span class=\"d-inline-block\">\n                <a href=\"/blog/author/mirjam-kuehne/\">\n                    Mirjam Kühne\n                </a>\n            </span>\n            \n                <span class=\"ms-3 ps-3 d-inline-block border-start\">IETF Administration LLC Board Chair</span>\n            \n        </li>\n    \n    \n</ul>\n\n                4 Jun 2026\n            </div>\n        </li>\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/ietf-llc-2025-annual-financial-audit/\">IETF Administration LLC 2025 Annual Financial Audit</a></h2>\n                <p class=\"card-text\">IETF Administration LLC Board of Directors received from external auditors the report of a clean result for its 2025 annual financial statement.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n        <li class=\"mb-3\">\n            <span class=\"d-inline-block\">\n                <a href=\"/blog/author/mirjam-kuehne/\">\n                    Mirjam Kühne\n                </a>\n            </span>\n            \n                <span class=\"ms-3 ps-3 d-inline-block border-start\">IETF Administration LLC Board Chair</span>\n            \n        </li>\n    \n    \n</ul>\n\n                26 May 2026\n            </div>\n        </li>\n    \n    <li class=\"card bg-light\">\n        <div class=\"card-body\">\n            <a class=\"stretched-link\" href=\"/blog/all/\">\n                Show all\n            </a>\n        </div>\n    </li>\n</ul>\n\n                    </div>\n                </aside>\n                <main class=\"col-12 col-lg-8\">\n                    <div class=\"px-3 px-xl-5 mb-5\">\n\n                        \n\n\n<nav aria-label=\"breadcrumbs\">\n    <ol class=\"breadcrumb bg-transparent pt-3 mb-3 \">\n        <li class=\"breadcrumb-item\"><a class=\"text-dark\" aria-label=\"Home\" href=\"/\"><i class=\"bi bi-house-door-fill\"></i></a></li>\n        \n            \n        \n            \n        \n            \n                <li class=\"breadcrumb-item \"><a class=\"text-dark\" href=\"/blog/\">IETF News</a></li>\n            \n        \n    </ol>\n</nav>\n\n\n\n                        <button\n                            class=\"btn btn-outline-primary w-100 mb-3 d-lg-none collapsed\"\n                            type=\"button\"\n                            data-bs-toggle=\"collapse\"\n                            data-bs-target=\"#blog_sidebar\"\n                            aria-expanded=\"false\"\n                            aria-controls=\"collapseExample\"\n                        >\n                            Blog listing\n                            <i class=\"bi bi-chevron-down\"></i>\n                        </button>\n                        <div id=\"blog_sidebar\" class=\"mb-3 collapse\">\n                            \n\n<ul class=\"list-unstyled mb-0\">\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/ietf-community-survey-2025/\">IETF Community Survey 2025</a></h2>\n                <p class=\"card-text\">Each year the IETF Community Survey provides a comprehensive assessment of community demographics, engagement patterns, and perceptions of organizational effectiveness. The full report from the 2025 edition is now available.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n        <li class=\"mb-3\">\n            <span class=\"d-inline-block\">\n                <a href=\"/blog/author/jay-daley/\">\n                    Jay Daley\n                </a>\n            </span>\n            \n                <span class=\"ms-3 ps-3 d-inline-block border-start\">IETF Executive Director</span>\n            \n        </li>\n    \n        <li class=\"mb-3\">\n            <span class=\"d-inline-block\">\n                <a href=\"/blog/author/akanksha-gohil/\">\n                    Akanksha Gohil\n                </a>\n            </span>\n            \n                <span class=\"ms-3 ps-3 d-inline-block border-start\">IETF LLC Research and Insights Analyst</span>\n            \n        </li>\n    \n    \n</ul>\n\n                14 Jul 2026\n            </div>\n        </li>\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/academic-journey/\">From Lab to RFC: A PhD Student&#x27;s Journey through the IETF</a></h2>\n                <p class=\"card-text\">Martine Sophie Lenders has been regularly participating in the IETF for over a decade, starting with the IETF 93 meeting in Prague in 2015. She has authored several Internet-Drafts—two of which recently were published as RFCs—and at the same time works on a PhD at FU Berlin and as a research associate at TU Dresden. We asked a few questions about what her experience in the IETF has been like while pursuing an academic journey.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n    \n</ul>\n\n                1 Jul 2026\n            </div>\n        </li>\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/ietf126-new-topics/\">Suggested IETF 126 Sessions for Getting Familiar with New Topics</a></h2>\n                <p class=\"card-text\">These IETF 126 meeting sessions are likely to include discussions and proposals that are accessible to a broad range of Internet technologists whether they are new to the IETF or long-time participants.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n    \n</ul>\n\n                29 Jun 2026\n            </div>\n        </li>\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/llc-board-retreat-2026/\">IETF LLC Board Retreat 2026</a></h2>\n                <p class=\"card-text\">The IETF Administration LLC Board of Directors held its annual retreat 29-30 April 2026 in Amsterdam. In addition to all Board members, the IETF Executive Director, the Director of Finance, and the Board Secretary were present. Here is a short summary of the main points we discussed.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n        <li class=\"mb-3\">\n            <span class=\"d-inline-block\">\n                <a href=\"/blog/author/mirjam-kuehne/\">\n                    Mirjam Kühne\n                </a>\n            </span>\n            \n                <span class=\"ms-3 ps-3 d-inline-block border-start\">IETF Administration LLC Board Chair</span>\n            \n        </li>\n    \n    \n</ul>\n\n                4 Jun 2026\n            </div>\n        </li>\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/ietf-llc-2025-annual-financial-audit/\">IETF Administration LLC 2025 Annual Financial Audit</a></h2>\n                <p class=\"card-text\">IETF Administration LLC Board of Directors received from external auditors the report of a clean result for its 2025 annual financial statement.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n        <li class=\"mb-3\">\n            <span class=\"d-inline-block\">\n                <a href=\"/blog/author/mirjam-kuehne/\">\n                    Mirjam Kühne\n                </a>\n            </span>\n            \n                <span class=\"ms-3 ps-3 d-inline-block border-start\">IETF Administration LLC Board Chair</span>\n            \n        </li>\n    \n    \n</ul>\n\n                26 May 2026\n            </div>\n        </li>\n    \n    <li class=\"card bg-light\">\n        <div class=\"card-body\">\n            <a class=\"stretched-link\" href=\"/blog/all/\">\n                Show all\n            </a>\n        </div>\n    </li>\n</ul>\n\n                        </div>\n\n                        \n<button\n    class=\"btn btn-outline-primary d-md-none w-100 mb-4\"\n    type=\"button\"\n    data-bs-toggle=\"collapse\"\n    data-bs-target=\"#filters-mobile\"\n    aria-expanded=\"false\"\n    aria-controls=\"collapseExample\"\n>\n    Show filters\n    <i class=\"bi bi-chevron-down\"></i>\n</button>\n<form method=\"GET\" action=\"/blog/\" id=\"filters-mobile\" class=\"form-row mx-0 mb-4 d-md-none collapse\">\n    <h2 class=\"h6\">Filter by topic and date</h2>\n    <div class=\"col-12 form-group p-0 flex-shrink-1\">\n        <label class=\"form-label\" for=\"topic-input\">Topic</label>\n        <select aria-label=\"Topic\" class=\"form-control bg-light\" name=\"topic\" id=\"topic-input\">\n            <option value=\"\">All</option>\n            \n                <option\n                    value=\"6\"\n                    \n                >\n                    General Area\n                </option>\n            \n                <option\n                    value=\"12\"\n                    \n                >\n                    Transport Area (tsv)\n                </option>\n            \n                <option\n                    value=\"4\"\n                    \n                >\n                    Operations and Management Area\n                </option>\n            \n                <option\n                    value=\"26\"\n                    \n                >\n                    Internet Architecture Board\n                </option>\n            \n                <option\n                    value=\"25\"\n                    \n                >\n                    News\n                </option>\n            \n                <option\n                    value=\"8\"\n                    \n                >\n                    Internet of Things\n                </option>\n            \n                <option\n                    value=\"14\"\n                    \n                >\n                    Security &amp; Privacy\n                </option>\n            \n                <option\n                    value=\"27\"\n                    \n                >\n                    IRTF\n                </option>\n            \n                <option\n                    value=\"5\"\n                    \n                >\n                    Applications and Real-Time Area\n                </option>\n            \n                <option\n                    value=\"24\"\n                    \n                >\n                    IETF-LLC\n                </option>\n            \n                <option\n                    value=\"3\"\n                    \n                >\n                    Security Area (sec)\n                </option>\n            \n        </select>\n    </div>\n\n    <div class=\"col-6 form-group flex-shrink-1 p-0 pe-1\">\n        <label class=\"form-label\" for=\"date_from-input\" id=\"date_from-label\">Date from</label>\n        <div class=\"input-group\">\n            <input\n                class=\"form-control\"\n                placeholder=\"dd/mm/yyyy\"\n                name=\"date_from\"\n                id=\"date_from-input\"\n                type=\"text\"\n                autocomplete=\"off\"\n                aria-autocomplete=\"none\"\n                \n            />\n        </div>\n    </div>\n    <div class=\"col-6 form-group flex-shrink-1 p-0\">\n        <label class=\"form-label\" for=\"date_to-input\" id=\"date_to-label\">Date to</label>\n        <div class=\"input-group me-md-\">\n            <input\n                class=\"form-control\"\n                placeholder=\"dd/mm/yyyy\"\n                name=\"date_to\"\n                id=\"date_to-input\"\n                type=\"text\"\n                autocomplete=\"off\"\n                aria-autocomplete=\"none\"\n                \n            />\n        </div>\n    </div>\n    <button class=\"col-12 btn btn-outline-primary d-md-none\" type=\"submit\">Filter</button>\n</form>\n\n<h2 class=\"h6 d-none d-md-block\">Filter by topic and date</h2>\n<form method=\"GET\" action=\"/blog/\" class=\"form-row mx-0 mb-5 flex-md-nowrap d-none d-md-flex\">\n    <div class=\"col-auto form-group p-0 flex-shrink-1\">\n        <label class=\"form-label\" for=\"topic-desktop-input\">Topic</label>\n        <select aria-label=\"Topic\" class=\"form-control bg-light\" name=\"topic\" id=\"topic-desktop-input\">\n            <option value=\"\">All</option>\n            \n                <option\n                    value=\"6\"\n                    \n                >\n                    General Area\n                </option>\n            \n                <option\n                    value=\"12\"\n                    \n                >\n                    Transport Area (tsv)\n                </option>\n            \n                <option\n                    value=\"4\"\n                    \n                >\n                    Operations and Management Area\n                </option>\n            \n                <option\n                    value=\"26\"\n                    \n                >\n                    Internet Architecture Board\n                </option>\n            \n                <option\n                    value=\"25\"\n                    \n                >\n                    News\n                </option>\n            \n                <option\n                    value=\"8\"\n                    \n                >\n                    Internet of Things\n                </option>\n            \n                <option\n                    value=\"14\"\n                    \n                >\n                    Security &amp; Privacy\n                </option>\n            \n                <option\n                    value=\"27\"\n                    \n                >\n                    IRTF\n                </option>\n            \n                <option\n                    value=\"5\"\n                    \n                >\n                    Applications and Real-Time Area\n                </option>\n            \n                <option\n                    value=\"24\"\n                    \n                >\n                    IETF-LLC\n                </option>\n            \n                <option\n                    value=\"3\"\n                    \n                >\n                    Security Area (sec)\n                </option>\n            \n        </select>\n    </div>\n\n    <div class=\"col-auto form-group flex-shrink-1 p-0 px-1\">\n        <label class=\"form-label\" for=\"date_from-desktop-input\" id=\"date_from-desktop-label\">Date from</label>\n        <div class=\"input-group\">\n            <input\n                class=\"form-control\"\n                placeholder=\"dd/mm/yyyy\"\n                name=\"date_from\"\n                id=\"date_from-desktop-input\"\n                type=\"text\"\n                autocomplete=\"off\"\n                aria-autocomplete=\"none\"\n                \n            />\n        </div>\n    </div>\n    <div class=\"col-auto form-group flex-shrink-1 p-0\">\n        <label class=\"form-label\" for=\"date_to-desktop-input\" id=\"date_to-desktop-label\">Date to</label>\n        <div class=\"d-flex\">\n            <div class=\"input-group me-md-1\">\n                <input\n                    class=\"form-control\"\n                    placeholder=\"dd/mm/yyyy\"\n                    name=\"date_to\"\n                    id=\"date_to-desktop-input\"\n                    type=\"text\"\n                    autocomplete=\"off\"\n                    aria-autocomplete=\"none\"\n                    \n                />\n            </div>\n            <div class=\"d-none d-md-block\">\n                <button class=\"btn btn-outline-primary\" type=\"submit\">Filter</button>\n            </div>\n        </div>\n    </div>\n</form>\n\n                        \n                        <h1>Birds of a Feather at IETF 126</h1>\n                        <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n    \n</ul>\n\n                        <p>2 Jul 2026</p>\n                        <p class=\"lead\">The IETF 126 Vienna meeting takes place 18–24 July 2026. As at every IETF meeting, alongside the established Working Groups there will be a handful of Birds-of-a-Feather (BoF) sessions—and these are often the most interesting place to watch where Internet standards work is heading next.</p>\n\n                        <div class=\"w-block-paragraph block-paragraph\"><h2 data-block-key=\"b6c5p\"><b>What is a BoF, and why does it matter?</b></h2><p data-block-key=\"1ine6\">A <a href=\"https://www.ietf.org/process/bofs/\">Birds-of-a-Feather session</a> is an initial, community-wide discussion about a topic that may be ripe for new work in the IETF. Some BoFs are working-group-forming: their goal is to confirm that there is enough consensus, energy, and a tight enough scope to charter a new Working Group, often with a draft charter already on the table. Others are non-working-group-forming: they exist to take the temperature of the community, refine a problem statement, and identify gaps before anyone commits to chartering anything.</p><p data-block-key=\"2l6i1\">Five BoFs are scheduled for <a href=\"https://www.ietf.org/meeting/126/\">IETF 126</a>, all of them meeting in <a href=\"https://datatracker.ietf.org/meeting/126/floor-plan?room=grand-park-hall-3\">Grand Park Hall 3</a> with <a href=\"https://www.ietf.org/meeting/technology/\">online remote participation</a> also available. Details for every BoF session are available through the <a href=\"https://datatracker.ietf.org/meeting/126/agenda\">IETF 126 meeting agenda</a> webpage. Some of the BoFs already have active email list discussions underway (though note that names of the email lists and BoFs may not match).</p></div>\n<div class=\"w-block-image block-image\"><img alt=\"IETF 126 BoFs\" height=\"873\" src=\"/media/images/ietf126-bofs-tits.original.jpg\" width=\"1200\"/>\n</div>\n<div class=\"w-block-paragraph block-paragraph\"><h2 data-block-key=\"b6c5p\"><b>Protocol for Transposed Transactions over HTTP (ptth)</b></h2><p data-block-key=\"20k70\"><b>When:</b> Monday, 20 July 2026, 16:30–18:00 CEST</p><p data-block-key=\"5ple\">Following a first BoF at <a href=\"https://datatracker.ietf.org/meeting/123/proceedings\">IETF 123</a>, <a href=\"https://datatracker.ietf.org/group/ptth/about/\">PTTH</a> proponents return with a <a href=\"https://github.com/ietf-wg-ptth/charter/blob/main/charter.md\">proposed charter</a> for a new Working Group. The goal is a uniform and secure method for swapping HTTP server and client roles in an interoperable manner. This would be used, for example, when a server is only intended to be accessed directly by a small number of clients, the server knows how to reach these approved clients, and the server is not widely accessible by arbitrary clients due to security or routing constraints. Currently, there are multiple proprietary or vendor-specific deployed solutions for each of these use cases. The <a href=\"https://mailman3.ietf.org/mailman3/lists/ptth.ietf.org/\">PTTH mailing list</a>, set up ahead of IETF 123, has <a href=\"https://mailarchive.ietf.org/arch/browse/ptth/\">an archive</a> with discussions since that time.</p></div>\n<div class=\"w-block-paragraph block-paragraph\"><h2 data-block-key=\"b6c5p\"><b>Discovery of Agents, Workloads, and Named entities (dawn)</b></h2><p data-block-key=\"6kaom\"><b>When:</b> Tuesday, 21 July 2026, 14:00–16:00 CEST</p><p data-block-key=\"c7frk\"><a href=\"https://datatracker.ietf.org/group/dawn/about/\">DAWN</a> seeks to build consensus around establishing a Working Group to develop requirements notably including but not limited to AI agent to agent, and protocol solutions for an automated, decentralised and interoperable discovery mechanism to meet—at scale—the requirements of distributed processing environments which depend on the interaction between components that do not have this pre-configured capability. An active discussion is already underway on the <a href=\"https://mailman3.ietf.org/mailman3/lists/dawn.ietf.org/\">DAWN mailing list</a>, and available through the <a href=\"https://mailarchive.ietf.org/arch/browse/dawn/\">email list archive</a>.</p></div>\n<div class=\"w-block-paragraph block-paragraph\"><h2 data-block-key=\"b6c5p\"><b>Continuous Updating and Ratcheting for Rekeying Encrypted Network Transport (current)</b></h2><p data-block-key=\"8k2jo\"><b>When:</b> Tuesday, 21 July 2026, 16:30–18:00 CEST</p><p data-block-key=\"c6q5o\"><a href=\"https://datatracker.ietf.org/wg/current/about/\">CURRENT</a> aims to build consensus for establishing a Working Group to define a two-party security protocol that uses Messaging Layer Security (MLS) for the key management. MLS key management provides asynchronous key updates, forward secrecy (FS), and post-compromise security (PCS). In addition, MLS supports asynchronous communication and both traditional cryptography and Post-Quantum Cryptography (PQC). Further, the formal analysis conducted on the MLS protocol provides confidence in the design. The <a href=\"https://mailman3.ietf.org/mailman3/lists/km-fs-pcs.ietf.org/\">mailing list</a> discussions, captured in the <a href=\"https://mailarchive.ietf.org/arch/browse/km-fs-pcs/\">mailing list archive</a>, are already in progress.</p></div>\n<div class=\"w-block-paragraph block-paragraph\"><h2 data-block-key=\"b6c5p\"><b>Dynamic Multi-agent Secured Collaboration (DMSC)</b></h2><p data-block-key=\"ft460\"><b>When:</b> Wednesday, 22 July 2026, 09:00–11:00 CEST</p><p data-block-key=\"8co46\"><a href=\"https://datatracker.ietf.org/wg/dmsc/about/\">DMSC</a>—a non-Working Group-forming BoF—will explore interoperable protocols and mechanisms for AI Agent Gateway-mediated collaboration, including agent capability exposure, request forwarding, coordination, synchronization, policy control, observability, and secure communication. DMSC will profile existing and evolving mechanisms that are defined elsewhere, identifying any gaps and the potential benefits of a formal definition of an AI agent gateway model to enable dynamic collaboration among AI agents. An active discussion is already underway on the <a href=\"https://mailman3.ietf.org/mailman3/lists/dmsc.ietf.org/\">DMSC mailing list</a>, and available through the <a href=\"https://mailarchive.ietf.org/arch/browse/dmsc/\">email list archive</a>.</p></div>\n<div class=\"w-block-paragraph block-paragraph\"><h2 data-block-key=\"b6c5p\"><b>Agent Communication Protocols (agentproto)</b></h2><p data-block-key=\"7niju\"><b>When:</b> Thursday, 23 July 2026, 09:00–11:00 CEST</p><p data-block-key=\"4fhhp\">The past year has seen a rush of competing, overlapping protocols for connecting AI agents to one another and to the tools they use—Model Context Protocol (MCP), Agent2Agent (A2A), the Agent Communication Protocol (ACP), the Agent Network Protocol (ANP), and more—alongside a growing number of related Internet-Drafts. The <a href=\"https://datatracker.ietf.org/wg/agentproto/about/\">agentproto BoF</a> brings that conversation into the IETF. Building on a well-attended IETF 124 side meeting and the framework, use-cases, and requirements work led by Jonathan Rosenberg and Cullen Jennings, the session aims to identify which building blocks of agent-to-agent and agent-to-tool communication genuinely need to be standardized, with a view toward chartering a Working Group to take that work forward. The <a href=\"https://mailman3.ietf.org/mailman3/lists/agent2agent@ietf.org/\">mailing list</a> and <a href=\"https://mailarchive.ietf.org/arch/browse/agent2agent/\">archives</a> are a good place to catch up on discussions in advance of the BoF.</p></div>\n<div class=\"w-block-paragraph block-paragraph\"><h2 data-block-key=\"b6c5p\"><b>Take part in IETF 126</b></h2><p data-block-key=\"bktkp\">BoFs are a great entry point for anyone who wants to help shape what the IETF works on next—whether you are a long-time participant or attending your first meeting. To join the discussions in Vienna, or to participate remotely, <a href=\"https://www.ietf.org/meeting/register/\">register for IETF 126</a>. Agendas and session materials are posted close to each session, so check the <a href=\"https://datatracker.ietf.org/meeting/126/agenda\">IETF Datatracker</a> for the latest details.</p></div>\n\n                        \n                        <hr>\n                    </div>\n\n                    <div class=\"px-3 px-xl-5 mt-5 mb-5\">\n                        \n\n\n\n\n    \n    <h2 class=\"h4\">Share this page</h2>\n\n    <a\n        class=\"me-2 h2\"\n        title=\"Share on LinkedIn\"\n        href=\"https://www.linkedin.com/shareArticle?mini=true&amp;url=http%3A//www.ietf.org/blog/ietf126-bofs/&amp;title=Birds%20of%20a%20Feather%20at%20IETF%20126&amp;summary=The%20IETF%20126%20Vienna%20meeting%20takes%20place%2018%E2%80%9324%20July%202026.%20As%20at%20every%20IETF%20meeting%2C%20alongside%20the%20established%20Working%20Groups%20there%20will%20be%20a%20handful%20of%20Birds-of-a-Feather%20%28BoF%29%20sessions%E2%80%94and%20these%20are%20often%20the%20most%20interesting%20place%20to%20watch%20where%20Internet%20standards%20work%20is%20heading%20next.&amp;source=IETF\"\n    ><i class=\"bi bi-linkedin\"></i></a><a\n        class=\"me-2 h2\"\n        aria-label=\"Share on Facebook\"\n        title=\"Share on Facebook\"\n        href=\"https://www.facebook.com/sharer/sharer.php?u=http%3A//www.ietf.org/blog/ietf126-bofs/\"\n    ><i class=\"bi bi-facebook\"></i></a><a\n        class=\"me-2 h2\"\n        title=\"Share on Bluesky\"\n        href=\"https://bsky.app/intent/compose?text=Birds%20of%20a%20Feather%20at%20IETF%20126%20http%3A//www.ietf.org/blog/ietf126-bofs/\"\n    ><i class=\"bi bi-bluesky\"></i></a>\n\n\n                    </div>\n                    <nav aria-label=\"blog\" class=\"row g-0 d-none d-lg-flex\">\n                        <div class=\"col-6 bg-primary p-4 ps-5 d-flex align-items-center\">\n                            <a class=\"text-white\" href=\"/blog/academic-journey/\">\n                                <p class=\"sub\">\n                                    <div class=\"h6 text-uppercase\">Previous</div>From Lab to RFC: A PhD Student&#x27;s Journey through the IETF\n                                </p>\n                            </a>\n                        </div>\n                        <div class=\"col-6 bg-secondary p-4 pe-5 d-flex align-items-center\">\n                            <a class=\"text-white\" href=\"/blog/ietf-community-survey-2025/\">\n                                <p class=\"sub\">\n                                    <div class=\"h6 text-uppercase\">Next</div>IETF Community Survey 2025\n                                </p>\n                            </a>\n                        </div>\n                    </nav>\n                </main>\n                <aside class=\"col-12 col-lg-4 flex-column bg-light d-none d-lg-flex\">\n                    \n\n<ul class=\"list-unstyled mb-0\">\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/ietf-community-survey-2025/\">IETF Community Survey 2025</a></h2>\n                <p class=\"card-text\">Each year the IETF Community Survey provides a comprehensive assessment of community demographics, engagement patterns, and perceptions of organizational effectiveness. The full report from the 2025 edition is now available.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n        <li class=\"mb-3\">\n            <span class=\"d-inline-block\">\n                <a href=\"/blog/author/jay-daley/\">\n                    Jay Daley\n                </a>\n            </span>\n            \n                <span class=\"ms-3 ps-3 d-inline-block border-start\">IETF Executive Director</span>\n            \n        </li>\n    \n        <li class=\"mb-3\">\n            <span class=\"d-inline-block\">\n                <a href=\"/blog/author/akanksha-gohil/\">\n                    Akanksha Gohil\n                </a>\n            </span>\n            \n                <span class=\"ms-3 ps-3 d-inline-block border-start\">IETF LLC Research and Insights Analyst</span>\n            \n        </li>\n    \n    \n</ul>\n\n                14 Jul 2026\n            </div>\n        </li>\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/academic-journey/\">From Lab to RFC: A PhD Student&#x27;s Journey through the IETF</a></h2>\n                <p class=\"card-text\">Martine Sophie Lenders has been regularly participating in the IETF for over a decade, starting with the IETF 93 meeting in Prague in 2015. She has authored several Internet-Drafts—two of which recently were published as RFCs—and at the same time works on a PhD at FU Berlin and as a research associate at TU Dresden. We asked a few questions about what her experience in the IETF has been like while pursuing an academic journey.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n    \n</ul>\n\n                1 Jul 2026\n            </div>\n        </li>\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/ietf126-new-topics/\">Suggested IETF 126 Sessions for Getting Familiar with New Topics</a></h2>\n                <p class=\"card-text\">These IETF 126 meeting sessions are likely to include discussions and proposals that are accessible to a broad range of Internet technologists whether they are new to the IETF or long-time participants.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n    \n</ul>\n\n                29 Jun 2026\n            </div>\n        </li>\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/llc-board-retreat-2026/\">IETF LLC Board Retreat 2026</a></h2>\n                <p class=\"card-text\">The IETF Administration LLC Board of Directors held its annual retreat 29-30 April 2026 in Amsterdam. In addition to all Board members, the IETF Executive Director, the Director of Finance, and the Board Secretary were present. Here is a short summary of the main points we discussed.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n        <li class=\"mb-3\">\n            <span class=\"d-inline-block\">\n                <a href=\"/blog/author/mirjam-kuehne/\">\n                    Mirjam Kühne\n                </a>\n            </span>\n            \n                <span class=\"ms-3 ps-3 d-inline-block border-start\">IETF Administration LLC Board Chair</span>\n            \n        </li>\n    \n    \n</ul>\n\n                4 Jun 2026\n            </div>\n        </li>\n    \n        <li class=\"card border-bottom-0 bg-light\">\n            <div class=\"card-body\">\n                <h2 class=\"h4\"><a class=\"stretched-link\" href=\"/blog/ietf-llc-2025-annual-financial-audit/\">IETF Administration LLC 2025 Annual Financial Audit</a></h2>\n                <p class=\"card-text\">IETF Administration LLC Board of Directors received from external auditors the report of a clean result for its 2025 annual financial statement.</p>\n                <ul class=\"list-unstyled\" aria-label=\"Authors\">\n    \n        <li class=\"mb-3\">\n            <span class=\"d-inline-block\">\n                <a href=\"/blog/author/mirjam-kuehne/\">\n                    Mirjam Kühne\n                </a>\n            </span>\n            \n                <span class=\"ms-3 ps-3 d-inline-block border-start\">IETF Administration LLC Board Chair</span>\n            \n        </li>\n    \n    \n</ul>\n\n                26 May 2026\n            </div>\n        </li>\n    \n    <li class=\"card bg-light\">\n        <div class=\"card-body\">\n            <a class=\"stretched-link\" href=\"/blog/all/\">\n                Show all\n            </a>\n        </div>\n    </li>\n</ul>\n\n                </aside>\n            </div>\n        </div>\n    </div>\n    <nav aria-label=\"blog\" class=\"row g-0 d-lg-none\">\n        <div class=\"col-12 bg-primary p-4\">\n            <a class=\"text-white\" href=\"/blog/academic-journey/\">\n                <p>\n                    <div class=\"h6 text-uppercase\">Previous</div>From Lab to RFC: A PhD Student&#x27;s Journey through the IETF\n                </p>\n            </a>\n        </div>\n        <div class=\"col-12 bg-secondary p-4\">\n            <a class=\"text-white\" href=\"/blog/ietf-community-survey-2025/\">\n                <p>\n                    <div class=\"h6 text-uppercase\">Next</div>IETF Community Survey 2025\n                </p>\n            </a>\n        </div>\n    </nav>\n</div>\n\n <footer class=\"bg-dark text-light py-1\">\n    <div class=\"container my-5\">\n        <div class=\"row\">\n            \n                <section class=\"col-lg\">\n                    <div class=\"border-bottom u-border-lg-bottom-0 border-light border-opacity-50\">\n                        <h4 class=\"my-0 py-4 fs-6\" role=\"button\" aria-expanded=\"false\">\n                            About\n                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type=\"application/ld+json\">{\"@context\":\"https:\\/\\/schema.org\",\"@type\":\"NewsArticle\",\"mainEntityOfPage\":{\"@type\":\"WebPage\",\"@id\":\"https:\\/\\/www.techtimes.com\\/articles\\/321247\\/20260722\\/ai-agent-protocol-standard-vote-arrives-thursday-ietf-126-vienna.htm\"},\"url\":\"https:\\/\\/www.techtimes.com\\/articles\\/321247\\/20260722\\/ai-agent-protocol-standard-vote-arrives-thursday-ietf-126-vienna.htm\",\"headline\":\"AI Agent Protocol Standard Vote Arrives Thursday at IETF 126 in Vienna\",\"datePublished\":\"2026-07-22T07:37:41-04:00\",\"dateModified\":\"2026-07-22T07:37:41-04:00\",\"publisher\":{\"@type\":\"NewsMediaOrganization\",\"name\":\"Tech Times\",\"url\":\"https:\\/\\/www.techtimes.com\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https:\\/\\/g.techtimes.com\\/themes\\/favicons\\/apple-touch-icon.png\",\"width\":180,\"height\":180},\"sameAs\":[\"https:\\/\\/www.facebook.com\\/techtimes\\/\",\"https:\\/\\/instagram.com\\/techtimes\"]},\"description\":\"IETF 126 in Vienna reaches its most consequential session Thursday as the agentproto BoF votes on chartering a Working Group to produce the first binding RFC for AI agent communication \\u2014 deciding...\",\"articleBody\":\"\\n\\nThe body that produced TLS, DNS, BGP, and QUIC is now four days into its 126th meeting in Vienna &mdash; and the most consequential two hours of the week have not happened yet. Wednesday morning, an invited diagnostic session called DMSC finished mapping the problem space for AI agent gateway-mediated collaboration: how agents expose capabilities, forward requests, coordinate across organizational boundaries, and attribute security incidents. Thursday morning, the agentproto Birds-of-a-Feather session opens at 09:00 Central European Summer Time (03:00 ET) to decide whether the Internet Engineering Task Force will charter a Working Group to turn that work into a binding internet standard &mdash; one that would carry the same implementation authority as every RFC the IETF has ever produced, as described in the IETF's official BoF session listing.\\nAt stake is a question the AI industry has deferred for eighteen months: will inter-domain AI agent communication be standardized by an open, multi-stakeholder internet body, or will Anthropic's Model Context Protocol and Google's Agent2Agent Protocol harden into the de facto baseline by deployment momentum alone &mdash; and then be nearly impossible to displace, as happened when the OSI networking stack lost to TCP\\/IP in the 1980s? Five competing protocols &mdash; MCP, A2A, the Agent Communication Protocol, the Agent Network Protocol, and Cisco's Agntcy Framework &mdash; have staked out overlapping territory without any of them clearing the one bar that makes a protocol genuinely interoperable across organizational boundaries: an IETF RFC, as detailed in the IETF 126 BoF session overview.\\nIf Thursday's session produces rough consensus and a Working Group charter, the IETF is asserting that AI agent communication is an internet-infrastructure problem &mdash; not a product-layer problem. If it surfaces too much disagreement, the community returns to the mailing list and the fragmented landscape continues. The answer will be visible in real time; session recordings will post to the IETF YouTube channel as they conclude.\\n\\nWhat DMSC Found Wednesday and Why It Feeds Tomorrow\\nDMSC &mdash; Dynamic Multi-Agent Secured Collaboration &mdash; met this morning at the Hilton Vienna Park from 09:00 to 11:00 CEST as a non-working-group-forming BoF. That classification matters: DMSC was not designed to produce a charter. It was designed to profile the existing landscape and identify gaps that tomorrow's agentproto session will need to address, as detailed on the DMSC BoF about page.\\nThe problem DMSC mapped is the AI agent gateway model: the architectural layer that sits between an orchestrating agent and the downstream agents or tools it invokes. A gateway handles capability exposure (what can this agent do?), request forwarding (how does the request reach the right downstream service?), coordination and synchronization (how do parallel agent threads reconcile results?), policy control (who can authorize this action?), observability (how does a human audit what the agent did?), and secure inter-agent communication (how does the receiving agent verify the sender's identity and the integrity of the request?), as laid out in the DMSC BoF agenda.\\nDMSC did not address any single gap in isolation &mdash; it profiled how existing mechanisms defined elsewhere (in OAuth, WIMSE, DNSOP, and the A2A and MCP specifications themselves) cover parts of the problem, and where coverage is absent. Its findings are expected to sharpen the scope discussion at agentproto tomorrow.\\nWhy One RFC Would Outweigh All Five Competing Protocols\\nThe Rosenberg-Jennings Internet-Draft &mdash; the framework document that gave the agentproto work its conceptual foundation &mdash; explicitly positions AI agent protocols as a new application layer sitting above HTTP, SIP, and RTP in the internet stack, as described in the framework document. That framing matters architecturally: it says AI agent communication occupies the same position that SIP occupies above TCP and UDP for real-time communications &mdash; and therefore needs the same kind of open internet standard that SIP eventually became.\\nJonathan Rosenberg, who co-authored the framework document as CTO of Five9, also wrote RFC 3261 &mdash; the Session Initiation Protocol that governs real-time internet communications today. Cullen Jennings, his co-author, is a longtime Cisco engineer and IETF participant. Their January 2026 IETF blog post describing the problem identified five unsolved questions that no current protocol fully addresses: how agents discover each other's existence and capabilities, how agents delegate tasks and credentials across organizational boundaries, how privacy is preserved when passing user context between systems, how multimodal content (text, audio, images) is handled as context accumulates, and how humans stay in the loop before irreversible actions are committed.\\nAn IETF 124 side meeting on this work attracted approximately 125 engineers in person and a comparable number online &mdash; an unusually strong turnout for a pre-BoF side meeting, as Jennings noted in the same post. That attendance is one reason the agentproto BoF arrived at IETF 126 with a Working Group charter already drafted for community review.\\nWhat MCP and A2A Still Do Not Cover\\nMCP and A2A address different layers of the problem. MCP is a client-server protocol: an AI agent connects to a tool, database, or API and requests data or actions using a standardized JSON-RPC 2.0 message format. A2A is a peer-to-peer protocol: agents discover each other's capabilities via Agent Cards &mdash; JSON documents published at well-known URLs &mdash; then coordinate tasks using HTTP, Server-Sent Events, and JSON-RPC.\\nThe Rosenberg-Jennings framework identifies four gaps that neither protocol currently specifies. First, cross-domain identity federation: how does Organization A's agent prove to Organization B's system that it is acting on behalf of a specific authorized user &mdash; not just claiming to be from Organization A? Second, multi-hop lifecycle management: when Agent A delegates to Agent B, which delegates to Agent C, and Agent B fails mid-task, how does the chain recover and who is responsible for the incomplete action? Third, user confirmation requirements before irreversible API calls: the protocol layer does not currently specify when an agent must pause and obtain explicit human authorization, leaving this to application-level conventions that differ by vendor. Fourth, protocol-level security attribution for prompt injection incidents.\\nHow Prompt Injection Escalates in Multi-Agent Systems\\nThe security architecture gap that agentproto must address is structurally different from the prompt injection problem in single-agent deployments. In a single-agent system, a malicious user crafts input to override that agent's instructions. In a multi-agent system, the attack can cascade: malicious input injected into Agent A propagates to Agent B as part of normal operation, because Agent A relays content from the user to Agent B in its standard message format. Agent B &mdash; which trusts Agent A &mdash; then acts on the injected instruction, bypassing defenses entirely. The injected command travels through the inter-agent trust relationship, not through the user's interface to the agent, as the Rosenberg-Jennings framework explains.\\nThe Rosenberg-Jennings framework does not claim a protocol can prevent prompt injection &mdash; it explicitly calls such attacks \\\"notoriously difficult to prevent.\\\" What a protocol can provide is attribution: logging, traceability, and incident reconstruction so that security teams can determine which agent in a chain executed a malicious instruction and what path the instruction took to reach it. OWASP lists prompt injection as the top security risk in its Top 10 for LLM Applications 2025. Documented real-world incidents have involved public Slack channels, GitHub issue trackers, and web pages as injection vectors &mdash; none involving the inter-domain agent cascades that agentproto targets, but pointing toward the risk profile that multi-agent deployment at scale will create.\\nFour BoFs Already Concluded: What the Week Produced\\nPTTH &mdash; the Protocol for Transposed Transactions over HTTP &mdash; held its working-group-forming session Monday evening. PTTH proposes a standardized, interoperable mechanism for swapping the HTTP client and server roles: when a server should only be accessible to a small number of pre-approved clients that the server can reach directly, and is not publicly accessible due to security or network routing constraints, PTTH would replace the current landscape of proprietary per-vendor workarounds with a single open specification. The session arrived with a proposed Working Group charter; Monday's discussion tested whether the community reached rough consensus to adopt it, as outlined in the IETF 126 BoF session listing.\\nDAWN &mdash; Discovery of Agents, Workloads, and Named Entities &mdash; met Tuesday to seek Working Group status for a decentralized, automated discovery mechanism capable of operating at the scale of distributed processing environments where agent components have no pre-configured knowledge of each other. AI agent-to-agent communication is an explicit part of DAWN's scope. The working-group-forming session aimed to confirm that the community agreed on scope and energy sufficient to charter the work, as described in the IETF 126 BoF session listing.\\nCURRENT &mdash; Continuous Updating and Ratcheting for Rekeying Encrypted Network Transport &mdash; held its session Tuesday evening. The proposal would use Messaging Layer Security (MLS), already published as RFC 9420 and now adopted by RCS for hundreds of millions of mobile devices, as the key management foundation for a two-party security protocol at the network transport layer. MLS provides asynchronous key updates, forward secrecy, and post-compromise security &mdash; properties that current transport protocols (TLS and QUIC) do not offer natively after the initial handshake. MLS has also been formally verified, which is rare for protocol proposals and gives CURRENT a stronger security baseline than most new work. That formal verification pedigree, combined with MLS's recent deployment across hundreds of millions of mobile devices via the RCS messaging standard, made CURRENT one of the more technically substantive BoFs of the week.\\n\\nBGP Security: Why the SIDROPS Draft Matters to Network Operators\\nThe SIDR Operations Working Group sessions this week are advancing a draft with direct operational implications for network operators who have already deployed RPKI-based BGP route validation. The draft &mdash; currently at revision 07, authored by Job Snijders (BSD), Tobias Fiebig (MPI-INF), and Massimiliano Stucchi (Glevia GmbH) &mdash; addresses a subtle but consequential routing stability problem, as described in the draft itself.\\nWhen operators annotate BGP routes with RPKI-derived validation states &mdash; marking routes as VALID, INVALID, or NotFound using transitive BGP path attributes such as communities &mdash; those attributes propagate through the global internet routing fabric. When a Route Origin Authorization is issued or revoked, or when an RPKI-to-Router session terminates, the validation state of affected routes changes, triggering new BGP UPDATE messages for every route carrying the changed community value. Because transitive attributes propagate across autonomous system boundaries, a single ROA change can trigger UPDATE flooding that spreads through provider-edge routers globally, increasing memory pressure and destabilizing aging routes.\\nThe draft's recommendation is direct: operators should not carry RPKI validation states in transitive path attributes at all. If an operator's own network validates and enforces RPKI, it should never import INVALID routes in the first place &mdash; meaning there is no legitimate downstream use case for propagating the INVALID tag to neighbors. The only validation states a downstream should ever see are NotFound and Valid, and those should be derived from the downstream's own RPKI validation infrastructure, not inherited from a transitive attribute set by an upstream. The operational benefit is twofold: reduced memory consumption on provider-edge routers from fewer community values, and no route-age disruption when ROAs change.\\nWhat Post-Quantum DNSSEC Actually Requires from DNS Operators\\nThe DNS Operations Working Group sessions Monday and Friday this week are evaluating post-quantum algorithm selection for DNSSEC under real operational constraints &mdash; a discussion the IETF community has been working toward since NIST finalized its first three post-quantum cryptography standards in August 2024.\\nThe core constraint is size. NIST's ML-DSA-44 (FIPS 204) produces signatures of approximately 2,420 bytes and public keys of approximately 1,312 bytes. The ECDSA-P256 signatures that current DNSSEC deployments use are 64 bytes each. DNS has historically used UDP with a practical response size limit of roughly 4,096 bytes via EDNS0 extensions; post-quantum signatures routinely exceed this limit, forcing DNS resolvers to fall back to TCP. TCP DNS incurs meaningful additional latency, adding overhead at a layer where millions of lookups per second require sub-millisecond response times at scale, as analyzed in the PQC DNSSEC strategy draft.\\nThe strategy draft currently under DNSOP discussion (draft-sheth-pqc-dnssec-strategy-01, from Verisign Labs, Virginia Tech, and NLnet Labs) proposes a two-track approach. A low-impact drop-in algorithm &mdash; Falcon-512, with 666-byte signatures &mdash; can be adopted without protocol modifications and provides post-quantum security for routine lookups. A conservatively designed algorithm &mdash; SLH-DSA &mdash; provides a more robust security baseline and functions as a resilient fallback in modes that reduce signature-size impact. A parallel academic paper from Espie, Mayer, and Perret (2026) extends this by proposing differentiated algorithm selection for the Zone Signing Key and Key Signing Key roles, enabling algorithms that would otherwise exceed DNS response size limits when both roles used the same scheme.\\nWhat Can I Do With This Information: A Decision Guide for Thursday's Session\\nIf you develop or architect multi-agent AI systems, tomorrow's agentproto session outcome is a direct signal for how you should plan your protocol stack. If the session charters a Working Group, that Working Group will produce Internet-Drafts leading to an RFC &mdash; likely two to three years out. Implementations that align with the emerging standard will claim genuine cross-vendor interoperability. Implementations built solely on MCP or A2A will need to adapt if those protocols' architectures diverge from what the RFC ultimately specifies. The mailing list archive (agent2agent at mailarchive.ietf.org) and the Datatracker (datatracker.ietf.org\\/meeting\\/126\\/agenda) carry all active drafts and session materials in real time.\\nIf you operate BGP routing infrastructure, the SIDROPS draft and accompanying IETF route-hijack guidance recommends auditing your current use of RPKI validation states in transitive BGP communities. If your network already implements RPKI validation and enforcement, the draft's argument is that propagating those states to neighbors provides no legitimate downstream benefit and creates unnecessary UPDATE flooding risk.\\nIf you administer DNSSEC-signed zones, the algorithm selection question is now practically open. Hackathon projects at IETF meetings have already extended resolvers including BIND, NSD, and CoreDNS to support ML-DSA, Falcon, SLH-DSA, and SLH-DSA-MTL. Verisign's active contributions to the IETF PQC DNSSEC mailing list and side meetings provide a practical implementation track for operators who need to evaluate tradeoffs before standards finalize.\\nRest of the Week: Friday's Remaining Sessions\\nFriday's working group sessions include httpbis (HTTP protocol family maintenance and extensions), TLS (post-quantum hybrid key exchange and certificate format coordination with LAMPS), SCITT (Supply Chain Integrity, Transparency, and Trust &mdash; whose Hackathon project this week implemented COSE_Sign1 agent-action records anchored in a SCITT transparency log for AI agent accountability), aipref (publisher preferences for AI crawlers), and the final IDR session advancing BGP extensions for computing-aware traffic steering.\\nThe IETF Plenary is tonight, Wednesday July 22, at 18:30 CEST (12:30 ET) in Grand Park Hall 1\\/2\\/3. It will deliver leadership updates and open the floor for community discussion on cross-cutting topics. The Farewell Reception closes the week Friday afternoon, with the full schedule on the IETF 126 meeting agenda.\\nIETF 127 is scheduled for November 14&ndash;20, 2026, in San Francisco at the Hilton Union Square. Whatever Working Groups are chartered this week will hold their first formal sessions there.\\n\\nFrequently Asked Questions\\nHow does a Birds-of-a-Feather session actually become a Working Group, and what is \\\"rough consensus\\\"?\\nA BoF is an open community session that tests whether there is enough agreement, scope clarity, and active participation to charter a new Working Group. The IETF does not vote &mdash; it operates by rough consensus, meaning the session chair assesses whether the community as a whole agrees on a path forward, accounting for both the weight and strength of objections rather than counting heads. If the agentproto BoF chair determines that rough consensus exists on the proposed charter, that charter goes to the Internet Engineering Steering Group for review and approval. If the IESG approves, the Working Group is formally chartered and begins producing Internet-Drafts that will eventually become RFCs &mdash; the binding technical specifications that every implementation must satisfy to claim genuine interoperability.\\nWhat happens to MCP and A2A if agentproto does not produce a Working Group charter?\\nIf the session surfaces too much disagreement to proceed, there is no RFC timeline, and MCP and A2A continue operating outside the formal IETF process. The risk is incumbency lock-in: both protocols already have substantial deployment (MCP donated to the Linux Foundation in December 2025, A2A donated by Google in June 2025 with broad enterprise supporter lists). The more deeply enterprise systems integrate with one of these protocols, the harder it becomes for a future standard &mdash; even an architecturally superior one &mdash; to displace them. This is the TCP\\/IP vs. OSI dynamic: TCP\\/IP became the internet's protocol not because it won a technical competition, but because it had running code, open access, and a growing deployment base before OSI could standardize alternatives. The IETF created TCP\\/IP's successors precisely to prevent that kind of lock-in from repeating.\\nWhat is the specific engineering gap that makes prompt injection more dangerous in multi-agent systems than in single-agent ones?\\nIn a single-agent deployment, prompt injection targets one system &mdash; the user's malicious input must trick that single agent. In a multi-agent system, the attack exploits trust relationships between agents. Agent A receives content from a user, processes it, and forwards a portion of that content to Agent B as a normal part of task delegation. If the user's content contains an injected instruction, Agent B &mdash; which trusts Agent A as an authorized sender &mdash; executes that instruction without recognizing it as attacker-controlled. The attacker does not need to compromise Agent B directly; the inter-agent communication path carries the injection for them. OWASP ranks prompt injection first among LLM security risks. What agentproto's Working Group charter would require is not a mechanism to prevent injection (which the Rosenberg-Jennings framework calls \\\"notoriously difficult\\\") but a protocol-level logging and attribution mechanism that lets security teams reconstruct what happened and which agent in the chain executed the malicious instruction &mdash; the foundation for incident response in a multi-vendor agent deployment.\\nWhy does post-quantum DNSSEC require choosing between a fast algorithm and a conservative one, rather than just adopting the best post-quantum algorithm outright?\\nThe tension is between security conservatism and operational performance. The most thoroughly designed post-quantum signature schemes &mdash; the ones cryptographers are most confident will remain secure against both classical and quantum adversaries &mdash; tend to produce large signatures. ML-DSA-44 produces approximately 2,420-byte signatures; SLH-DSA-MTL can be smaller in some configurations but with other tradeoffs. DNS over UDP has a practical limit around 4,096 bytes, so large signatures force TCP fallback. Compact algorithms like Falcon-512 (666-byte signatures) can fit in UDP responses but are based on a different mathematical problem &mdash; NTRU lattices &mdash; that has had less time under public scrutiny than the NIST finalists. The two-track strategy under discussion at DNSOP accepts both, using the compact algorithm for routine lookup performance while retaining a conservative algorithm as a fallback &mdash; so that if the compact algorithm is later found vulnerable, DNS security does not collapse entirely while the migration 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standard</h4></div><div class=\"row\"><div class=\"col-md-8 main_column\"><div class=\"article-body\"><div class=\"byline-social flex-xs flex-wrap jc-sb ai-c\"><div class=\"byline\">\n<span class=\"by\">By</span>\n<span class=\"author\">\n<a href=\"https://www.techtimes.com/reporters/mark-rutherford\" class=\"author-name\" rel=\"author\"> Mark Rutherford </a>\n</span>\n<br>\n<time><time itemprop=\"datePublished\" datetime=\"2026-07-22T11:37:41+00:00\">Published: Jul 22 2026, 7:37 AM EDT</time></time></div><div class=\"social-share flex-xs ai-c jc-fe\">\n<a href=\"https://www.facebook.com/sharer/sharer.php?u=https://www.techtimes.com/articles/321247/20260722/ai-agent-protocol-standard-vote-arrives-thursday-ietf-126-vienna.htm\" class=\"genericon genericon-facebook-alt\" rel=\"noopener\" target=\"_blank\"><span class=\"element-invisible\">Share on Facebook</span></a>\n<a 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type=\"image/webp\" media=\"(min-width: 1024px)\" sizes=\"836px\" srcset=\"https://d.techtimes.com/en/full/469498/presentation-ietf-2017.webp?w=836&amp;f=b9c80bed532c81801a8deade620fb886 836w\"><source type=\"image/png\" media=\"(min-width: 1024px)\" sizes=\"836px\" srcset=\"https://d.techtimes.com/en/full/469498/presentation-ietf-2017.png?w=836&amp;f=b9c80bed532c81801a8deade620fb886 836w\"><source type=\"image/webp\" media=\"(min-width: 768px)\" sizes=\"577px\" srcset=\"https://d.techtimes.com/en/full/469498/presentation-ietf-2017.webp?w=577&amp;f=bca1f3967a4bc35dd375368955356926 577w\"><source type=\"image/png\" media=\"(min-width: 768px)\" sizes=\"577px\" srcset=\"https://d.techtimes.com/en/full/469498/presentation-ietf-2017.png?w=577&amp;f=bca1f3967a4bc35dd375368955356926 577w\"><source type=\"image/webp\" media=\"(min-width: 480px)\" sizes=\"768px\" srcset=\"https://d.techtimes.com/en/full/469498/presentation-ietf-2017.webp?w=768&amp;f=403f86ec5963d250322de098718919ce 768w\"><source type=\"image/png\" media=\"(min-width: 480px)\" sizes=\"768px\" srcset=\"https://d.techtimes.com/en/full/469498/presentation-ietf-2017.png?w=768&amp;f=403f86ec5963d250322de098718919ce 768w\"><source type=\"image/webp\" media=\"(min-width: 0px)\" sizes=\"480px\" srcset=\"https://d.techtimes.com/en/full/469498/presentation-ietf-2017.webp?w=480&amp;f=dc32f457e8f185601717efd1df1c47cf 480w\"><source type=\"image/png\" media=\"(min-width: 0px)\" sizes=\"480px\" srcset=\"https://d.techtimes.com/en/full/469498/presentation-ietf-2017.png?w=480&amp;f=dc32f457e8f185601717efd1df1c47cf 480w\"><source type=\"image/webp\" srcset=\"https://d.techtimes.com/en/full/469498/presentation-ietf-2017.webp?w=836&amp;f=b9c80bed532c81801a8deade620fb886\"><img class=\"mapping-embed imgPhoto\" id=\"i469498\"  src=\"https://d.techtimes.com/en/full/469498/presentation-ietf-2017.png?w=836&amp;f=b9c80bed532c81801a8deade620fb886\" alt=\"Presentation in IETF 2017\" width=\"836\" height=\"453\" height=\"453\" /></picture></div>\n<figcaption class=\"caption\" style=\"max-width:2881px;\">\n<span class=\"credit\">Ietf.org</span>\n</figcaption></div>\n</figure><div><div><p>The body that produced TLS, DNS, BGP, and QUIC is now four days into its 126th meeting in Vienna &mdash; and the most consequential two hours of the week have not happened yet. Wednesday morning, an invited diagnostic session called DMSC finished mapping the problem space for AI agent gateway-mediated collaboration: how agents expose capabilities, forward requests, coordinate across organizational boundaries, and attribute security incidents. Thursday morning, the agentproto Birds-of-a-Feather session opens at 09:00 Central European Summer Time (03:00 ET) to decide whether the Internet Engineering Task Force will charter a Working Group to turn that work into a binding internet standard &mdash; one that would carry the same implementation authority as every RFC the IETF has ever produced, as described in the <a href=\"https://www.ietf.org/blog/ietf126-bofs/\" rel=\"nofollow\">IETF's official BoF session listing</a>.</p><p>At stake is a question the AI industry has deferred for eighteen months: will inter-domain AI agent communication be standardized by an open, multi-stakeholder internet body, or will Anthropic's Model Context Protocol and Google's Agent2Agent Protocol harden into the de facto baseline by deployment momentum alone &mdash; and then be nearly impossible to displace, as happened when the OSI networking stack lost to TCP/IP in the 1980s? Five competing protocols &mdash; MCP, A2A, the Agent Communication Protocol, the Agent Network Protocol, and Cisco's Agntcy Framework &mdash; have staked out overlapping territory without any of them clearing the one bar that makes a protocol genuinely interoperable across organizational boundaries: an IETF RFC, as detailed in the <a href=\"https://www.ietf.org/blog/ietf126-bofs/\" rel=\"nofollow\">IETF 126 BoF session overview</a>.</p><p>If Thursday's session produces rough consensus and a Working Group charter, the IETF is asserting that AI agent communication is an internet-infrastructure problem &mdash; not a product-layer problem. If it surfaces too much disagreement, the community returns to the mailing list and the fragmented landscape continues. The answer will be visible in real time; session recordings will post to the IETF YouTube channel as they conclude.</p><div><p><strong>Read more:</strong>\n<a href=\"/articles/320919/20260718/competing-ai-agent-protocols-face-ietf-standards-scrutiny-vienna-meeting.htm\"><strong>Competing AI Agent Protocols Face IETF Standards Scrutiny at Vienna Meeting</strong></a></p></div><h3>What DMSC Found Wednesday and Why It Feeds Tomorrow</h3><p>DMSC &mdash; Dynamic Multi-Agent Secured Collaboration &mdash; met this morning at the Hilton Vienna Park from 09:00 to 11:00 CEST as a non-working-group-forming BoF. That classification matters: DMSC was not designed to produce a charter. It was designed to profile the existing landscape and identify gaps that tomorrow's agentproto session will need to address, as detailed on the <a href=\"https://datatracker.ietf.org/wg/dmsc/about/\" rel=\"nofollow\">DMSC BoF about page</a>.</p><p>The problem DMSC mapped is the AI agent gateway model: the architectural layer that sits between an orchestrating agent and the downstream agents or tools it invokes. A gateway handles capability exposure (what can this agent do?), request forwarding (how does the request reach the right downstream service?), coordination and synchronization (how do parallel agent threads reconcile results?), policy control (who can authorize this action?), observability (how does a human audit what the agent did?), and secure inter-agent communication (how does the receiving agent verify the sender's identity and the integrity of the request?), as laid out in the <a href=\"https://datatracker.ietf.org/meeting/126/materials/agenda-126-dmsc\" rel=\"nofollow\">DMSC BoF agenda</a>.</p><p>DMSC did not address any single gap in isolation &mdash; it profiled how existing mechanisms defined elsewhere (in OAuth, WIMSE, DNSOP, and the A2A and MCP specifications themselves) cover parts of the problem, and where coverage is absent. Its findings are expected to sharpen the scope discussion at agentproto tomorrow.</p><h3>Why One RFC Would Outweigh All Five Competing Protocols</h3><p>The Rosenberg-Jennings Internet-Draft &mdash; the framework document that gave the agentproto work its conceptual foundation &mdash; explicitly positions AI agent protocols as a new application layer sitting above HTTP, SIP, and RTP in the internet stack, as described in <a href=\"https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/\" rel=\"nofollow\">the framework document</a>. That framing matters architecturally: it says AI agent communication occupies the same position that SIP occupies above TCP and UDP for real-time communications &mdash; and therefore needs the same kind of open internet standard that SIP eventually became.</p><p>Jonathan Rosenberg, who co-authored the framework document as <a href=\"https://www.five9.com/blog/authors/jonathan-rosenberg\" rel=\"nofollow\">CTO of Five9</a>, also wrote RFC 3261 &mdash; the Session Initiation Protocol that governs real-time internet communications today. Cullen Jennings, his co-author, is a longtime Cisco engineer and IETF participant. Their <a href=\"https://www.ietf.org/blog/agentic-ai-standards/\" rel=\"nofollow\">January 2026 IETF blog post describing the problem</a> identified five unsolved questions that no current protocol fully addresses: how agents discover each other's existence and capabilities, how agents delegate tasks and credentials across organizational boundaries, how privacy is preserved when passing user context between systems, how multimodal content (text, audio, images) is handled as context accumulates, and how humans stay in the loop before irreversible actions are committed.</p><p>An IETF 124 side meeting on this work attracted approximately 125 engineers in person and a comparable number online &mdash; an unusually strong turnout for a pre-BoF side meeting, as <a href=\"https://www.ietf.org/blog/agentic-ai-standards/\" rel=\"nofollow\">Jennings noted in the same post</a>. That attendance is one reason the agentproto BoF arrived at IETF 126 with a Working Group charter already drafted for community review.</p><h3>What MCP and A2A Still Do Not Cover</h3><p>MCP and A2A address different layers of the problem. MCP is a client-server protocol: an AI agent connects to a tool, database, or API and requests data or actions using a standardized JSON-RPC 2.0 message format. A2A is a peer-to-peer protocol: agents discover each other's capabilities via Agent Cards &mdash; JSON documents published at well-known URLs &mdash; then coordinate tasks using HTTP, Server-Sent Events, and JSON-RPC.</p><p>The <a href=\"https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/\" rel=\"nofollow\">Rosenberg-Jennings framework</a> identifies four gaps that neither protocol currently specifies. First, cross-domain identity federation: how does Organization A's agent prove to Organization B's system that it is acting on behalf of a specific authorized user &mdash; not just claiming to be from Organization A? Second, multi-hop lifecycle management: when Agent A delegates to Agent B, which delegates to Agent C, and Agent B fails mid-task, how does the chain recover and who is responsible for the incomplete action? Third, user confirmation requirements before irreversible API calls: the protocol layer does not currently specify when an agent must pause and obtain explicit human authorization, leaving this to application-level conventions that differ by vendor. Fourth, protocol-level security attribution for prompt injection incidents.</p><h3>How Prompt Injection Escalates in Multi-Agent Systems</h3><p>The security architecture gap that agentproto must address is structurally different from the prompt injection problem in single-agent deployments. In a single-agent system, a malicious user crafts input to override that agent's instructions. In a multi-agent system, the attack can cascade: malicious input injected into Agent A propagates to Agent B as part of normal operation, because Agent A relays content from the user to Agent B in its standard message format. Agent B &mdash; which trusts Agent A &mdash; then acts on the injected instruction, bypassing defenses entirely. The injected command travels through the inter-agent trust relationship, not through the user's interface to the agent, as the <a href=\"https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/\" rel=\"nofollow\">Rosenberg-Jennings framework</a> explains.</p><p>The Rosenberg-Jennings framework does not claim a protocol can prevent prompt injection &mdash; it explicitly calls such attacks \"notoriously difficult to prevent.\" What a protocol can provide is attribution: logging, traceability, and incident reconstruction so that security teams can determine which agent in a chain executed a malicious instruction and what path the instruction took to reach it. <a href=\"https://genai.owasp.org/resource/owasp-top-10-for-llm-applications-2025/\" rel=\"nofollow\">OWASP lists prompt injection as the top security risk</a> in its Top 10 for LLM Applications 2025. Documented real-world incidents have involved public Slack channels, GitHub issue trackers, and web pages as injection vectors &mdash; none involving the inter-domain agent cascades that agentproto targets, but pointing toward the risk profile that multi-agent deployment at scale will create.</p><h3>Four BoFs Already Concluded: What the Week Produced</h3><p><strong>PTTH</strong> &mdash; the Protocol for Transposed Transactions over HTTP &mdash; held its working-group-forming session Monday evening. PTTH proposes a standardized, interoperable mechanism for swapping the HTTP client and server roles: when a server should only be accessible to a small number of pre-approved clients that the server can reach directly, and is not publicly accessible due to security or network routing constraints, PTTH would replace the current landscape of proprietary per-vendor workarounds with a single open specification. The session arrived with a proposed Working Group charter; Monday's discussion tested whether the community reached rough consensus to adopt it, as outlined in the <a href=\"https://www.ietf.org/blog/ietf126-bofs/\" rel=\"nofollow\">IETF 126 BoF session listing</a>.</p><p><strong>DAWN</strong> &mdash; Discovery of Agents, Workloads, and Named Entities &mdash; met Tuesday to seek Working Group status for a decentralized, automated discovery mechanism capable of operating at the scale of distributed processing environments where agent components have no pre-configured knowledge of each other. AI agent-to-agent communication is an explicit part of DAWN's scope. The working-group-forming session aimed to confirm that the community agreed on scope and energy sufficient to charter the work, as described in the <a href=\"https://www.ietf.org/blog/ietf126-bofs/\" rel=\"nofollow\">IETF 126 BoF session listing</a>.</p><p><strong>CURRENT</strong> &mdash; Continuous Updating and Ratcheting for Rekeying Encrypted Network Transport &mdash; held its session Tuesday evening. The proposal would use Messaging Layer Security (MLS), already published as <a href=\"https://www.ietf.org/blog/rcs-adopts-mls/\" rel=\"nofollow\">RFC 9420 and now adopted by RCS for hundreds of millions of mobile devices</a>, as the key management foundation for a two-party security protocol at the network transport layer. MLS provides asynchronous key updates, forward secrecy, and post-compromise security &mdash; properties that current transport protocols (TLS and QUIC) do not offer natively after the initial handshake. MLS has also been formally verified, which is rare for protocol proposals and gives CURRENT a stronger security baseline than most new work. That formal verification pedigree, combined with MLS's recent deployment across hundreds of millions of mobile devices via the RCS messaging standard, made CURRENT one of the more technically substantive BoFs of the week.</p><div><p><strong>Read more:</strong>\n<a href=\"/articles/320004/20260709/ipsec-downgrade-attack-survives-ml-kem-cloudflare-ships-authentication-fix.htm\"><strong>IPsec Downgrade Attack Survives ML-KEM: Cloudflare Ships Authentication Fix</strong></a></p></div><h3>BGP Security: Why the SIDROPS Draft Matters to Network Operators</h3><p>The SIDR Operations Working Group sessions this week are advancing a draft with direct operational implications for network operators who have already deployed RPKI-based BGP route validation. The draft &mdash; currently at revision 07, authored by Job Snijders (BSD), Tobias Fiebig (MPI-INF), and Massimiliano Stucchi (Glevia GmbH) &mdash; addresses a subtle but consequential routing stability problem, as described in <a href=\"https://datatracker.ietf.org/doc/draft-ietf-sidrops-avoid-rpki-state-in-bgp/07/\" rel=\"nofollow\">the draft itself</a>.</p><p>When operators annotate BGP routes with RPKI-derived validation states &mdash; marking routes as VALID, INVALID, or NotFound using transitive BGP path attributes such as communities &mdash; those attributes propagate through the global internet routing fabric. When a Route Origin Authorization is issued or revoked, or when an RPKI-to-Router session terminates, the validation state of affected routes changes, triggering new BGP UPDATE messages for every route carrying the changed community value. Because transitive attributes propagate across autonomous system boundaries, a single ROA change can trigger UPDATE flooding that spreads through provider-edge routers globally, increasing memory pressure and destabilizing aging routes.</p><p>The <a href=\"https://datatracker.ietf.org/doc/draft-ietf-sidrops-avoid-rpki-state-in-bgp/07/\" rel=\"nofollow\">draft's recommendation</a> is direct: operators should not carry RPKI validation states in transitive path attributes at all. If an operator's own network validates and enforces RPKI, it should never import INVALID routes in the first place &mdash; meaning there is no legitimate downstream use case for propagating the INVALID tag to neighbors. The only validation states a downstream should ever see are NotFound and Valid, and those should be derived from the downstream's own RPKI validation infrastructure, not inherited from a transitive attribute set by an upstream. The operational benefit is twofold: reduced memory consumption on provider-edge routers from fewer community values, and no route-age disruption when ROAs change.</p><h3>What Post-Quantum DNSSEC Actually Requires from DNS Operators</h3><p>The DNS Operations Working Group sessions Monday and Friday this week are evaluating post-quantum algorithm selection for DNSSEC under real operational constraints &mdash; a discussion the IETF community has been working toward since <a href=\"https://www.nist.gov/news-events/news/2024/08/nist-releases-first-3-finalized-post-quantum-encryption-standards\" rel=\"nofollow\">NIST finalized its first three post-quantum cryptography standards in August 2024</a>.</p><p>The core constraint is size. NIST's ML-DSA-44 (FIPS 204) produces signatures of approximately 2,420 bytes and public keys of approximately 1,312 bytes. The ECDSA-P256 signatures that current DNSSEC deployments use are 64 bytes each. DNS has historically used UDP with a practical response size limit of roughly 4,096 bytes via EDNS0 extensions; post-quantum signatures routinely exceed this limit, forcing DNS resolvers to fall back to TCP. TCP DNS incurs meaningful additional latency, adding overhead at a layer where millions of lookups per second require sub-millisecond response times at scale, as analyzed in the <a href=\"https://datatracker.ietf.org/doc/draft-sheth-pqc-dnssec-strategy/\" rel=\"nofollow\">PQC DNSSEC strategy draft</a>.</p><p>The strategy draft currently under DNSOP discussion (draft-sheth-pqc-dnssec-strategy-01, from Verisign Labs, Virginia Tech, and NLnet Labs) proposes a two-track approach. A low-impact drop-in algorithm &mdash; Falcon-512, with 666-byte signatures &mdash; can be adopted without protocol modifications and provides post-quantum security for routine lookups. A conservatively designed algorithm &mdash; SLH-DSA &mdash; provides a more robust security baseline and functions as a resilient fallback in modes that reduce signature-size impact. A <a href=\"https://eprint.iacr.org/2026/1332\" rel=\"nofollow\">parallel academic paper from Espie, Mayer, and Perret (2026)</a> extends this by proposing differentiated algorithm selection for the Zone Signing Key and Key Signing Key roles, enabling algorithms that would otherwise exceed DNS response size limits when both roles used the same scheme.</p><h3>What Can I Do With This Information: A Decision Guide for Thursday's Session</h3><p>If you develop or architect multi-agent AI systems, tomorrow's agentproto session outcome is a direct signal for how you should plan your protocol stack. If the session charters a Working Group, that Working Group will produce Internet-Drafts leading to an RFC &mdash; likely two to three years out. Implementations that align with the emerging standard will claim genuine cross-vendor interoperability. Implementations built solely on MCP or A2A will need to adapt if those protocols' architectures diverge from what the RFC ultimately specifies. The mailing list archive (agent2agent at mailarchive.ietf.org) and the Datatracker (datatracker.ietf.org/meeting/126/agenda) carry all active drafts and session materials in real time.</p><p>If you operate BGP routing infrastructure, the <a href=\"https://www.ietf.org/blog/sidrops-and-avoidable-route-hijacks/\" rel=\"nofollow\">SIDROPS draft and accompanying IETF route-hijack guidance</a> recommends auditing your current use of RPKI validation states in transitive BGP communities. If your network already implements RPKI validation and enforcement, the draft's argument is that propagating those states to neighbors provides no legitimate downstream benefit and creates unnecessary UPDATE flooding risk.</p><p>If you administer DNSSEC-signed zones, the algorithm selection question is now practically open. Hackathon projects at IETF meetings have already extended resolvers including BIND, NSD, and CoreDNS to support ML-DSA, Falcon, SLH-DSA, and SLH-DSA-MTL. <a href=\"https://blog.verisign.com/security/preparing-dnssec-post-quantum-era/\" rel=\"nofollow\">Verisign's active contributions to the IETF PQC DNSSEC mailing list and side meetings</a> provide a practical implementation track for operators who need to evaluate tradeoffs before standards finalize.</p><h3>Rest of the Week: Friday's Remaining Sessions</h3><p>Friday's working group sessions include httpbis (HTTP protocol family maintenance and extensions), TLS (post-quantum hybrid key exchange and certificate format coordination with LAMPS), SCITT (Supply Chain Integrity, Transparency, and Trust &mdash; whose Hackathon project this week implemented COSE_Sign1 agent-action records anchored in a SCITT transparency log for AI agent accountability), aipref (publisher preferences for AI crawlers), and the final IDR session advancing BGP extensions for computing-aware traffic steering.</p><p>The IETF Plenary is tonight, Wednesday July 22, at 18:30 CEST (12:30 ET) in Grand Park Hall 1/2/3. It will deliver leadership updates and open the floor for community discussion on cross-cutting topics. The Farewell Reception closes the week Friday afternoon, with the full schedule on the <a href=\"https://datatracker.ietf.org/meeting/126/agenda\" rel=\"nofollow\">IETF 126 meeting agenda</a>.</p><p>IETF 127 is scheduled for November 14&ndash;20, 2026, in San Francisco at the Hilton Union Square. Whatever Working Groups are chartered this week will hold their first formal sessions there.</p><hr><h2>Frequently Asked Questions</h2><h3>How does a Birds-of-a-Feather session actually become a Working Group, and what is \"rough consensus\"?</h3><p>A BoF is an open community session that tests whether there is enough agreement, scope clarity, and active participation to charter a new Working Group. The IETF does not vote &mdash; it operates by rough consensus, meaning the session chair assesses whether the community as a whole agrees on a path forward, accounting for both the weight and strength of objections rather than counting heads. If the agentproto BoF chair determines that rough consensus exists on the proposed charter, that charter goes to the Internet Engineering Steering Group for review and approval. If the IESG approves, the Working Group is formally chartered and begins producing Internet-Drafts that will eventually become RFCs &mdash; the binding technical specifications that every implementation must satisfy to claim genuine interoperability.</p><h3>What happens to MCP and A2A if agentproto does not produce a Working Group charter?</h3><p>If the session surfaces too much disagreement to proceed, there is no RFC timeline, and MCP and A2A continue operating outside the formal IETF process. The risk is incumbency lock-in: both protocols already have substantial deployment (MCP donated to the Linux Foundation in December 2025, A2A donated by Google in June 2025 with broad enterprise supporter lists). The more deeply enterprise systems integrate with one of these protocols, the harder it becomes for a future standard &mdash; even an architecturally superior one &mdash; to displace them. This is the TCP/IP vs. OSI dynamic: TCP/IP became the internet's protocol not because it won a technical competition, but because it had running code, open access, and a growing deployment base before OSI could standardize alternatives. The IETF created TCP/IP's successors precisely to prevent that kind of lock-in from repeating.</p><h3>What is the specific engineering gap that makes prompt injection more dangerous in multi-agent systems than in single-agent ones?</h3><p>In a single-agent deployment, prompt injection targets one system &mdash; the user's malicious input must trick that single agent. In a multi-agent system, the attack exploits trust relationships between agents. Agent A receives content from a user, processes it, and forwards a portion of that content to Agent B as a normal part of task delegation. If the user's content contains an injected instruction, Agent B &mdash; which trusts Agent A as an authorized sender &mdash; executes that instruction without recognizing it as attacker-controlled. The attacker does not need to compromise Agent B directly; the inter-agent communication path carries the injection for them. OWASP ranks prompt injection first among LLM security risks. What agentproto's Working Group charter would require is not a mechanism to prevent injection (which the Rosenberg-Jennings framework calls \"notoriously difficult\") but a protocol-level logging and attribution mechanism that lets security teams reconstruct what happened and which agent in the chain executed the malicious instruction &mdash; the foundation for incident response in a multi-vendor agent deployment.</p><h3>Why does post-quantum DNSSEC require choosing between a fast algorithm and a conservative one, rather than just adopting the best post-quantum algorithm outright?</h3><p>The tension is between security conservatism and operational performance. The most thoroughly designed post-quantum signature schemes &mdash; the ones cryptographers are most confident will remain secure against both classical and quantum adversaries &mdash; tend to produce large signatures. ML-DSA-44 produces approximately 2,420-byte signatures; SLH-DSA-MTL can be smaller in some configurations but with other tradeoffs. DNS over UDP has a practical limit around 4,096 bytes, so large signatures force TCP fallback. Compact algorithms like Falcon-512 (666-byte signatures) can fit in UDP responses but are based on a different mathematical problem &mdash; NTRU lattices &mdash; that has had less time under public scrutiny than the NIST finalists. The two-track strategy under discussion at DNSOP accepts both, using the compact algorithm for routine lookup performance while retaining a conservative algorithm as a fallback &mdash; so that if the compact algorithm is later found vulnerable, DNS security does not collapse entirely while the migration proceeds.</p></div></div><div class=\"tnc\"></div></div></div> <script>doFir.push(function(){if(!slide_started)check_slide();jQuery(\"#v_article .embTI\").remove();work_editor()})</script> <div class=\"article-copyright\"><p>ⓒ 2026 TECHTIMES.com All rights reserved. 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Here is what an IETF RFC would actually change.\",\"image\":\"https://nerdleveltech.com/images/covers/ietf-ai-agent-protocol-standard-agentproto.jpg\",\"author\":{\"@type\":\"Person\",\"name\":\"Nerd Level Tech\",\"url\":\"https://nerdleveltech.com\"},\"publisher\":{\"@type\":\"Organization\",\"name\":\"Nerd Level Tech\",\"url\":\"https://nerdleveltech.com\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https://nerdleveltech.com/images/logo.png\",\"width\":512,\"height\":512}},\"datePublished\":\"2026-07-24T00:00:00.000Z\",\"dateModified\":\"2026-07-24T00:00:00.000Z\",\"mainEntityOfPage\":{\"@type\":\"WebPage\",\"@id\":\"https://nerdleveltech.com/ietf-ai-agent-protocol-standard-agentproto\"},\"url\":\"https://nerdleveltech.com/ietf-ai-agent-protocol-standard-agentproto\",\"keywords\":\"IETF, AI agent protocol, agentproto, MCP, A2A, agent interoperability, agentic ai\",\"articleSection\":\"ai-ml\"},{\"@context\":\"https://schema.org\",\"@type\":\"BreadcrumbList\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https://nerdleveltech.com/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Blog\",\"item\":\"https://nerdleveltech.com/blog\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"IETF Weighs an AI Agent Protocol Standard in 2026\",\"item\":\"https://nerdleveltech.com/ietf-ai-agent-protocol-standard-agentproto\"}]},{\"@context\":\"https://schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"Is the IETF standardizing AI agent protocols?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Not yet. At IETF 126 in Vienna, the agentproto Birds-of-a-Feather session opened the question of whether the IETF should charter a Working Group to standardize agent-to-agent communication.1 A BoF is an exploratory step, not a standard; even if a Working Group is chartered, a published RFC is typically two to four years out.10 The authoritative outcome of the session is posted to the IETF Datatracker.\"}},{\"@type\":\"Question\",\"name\":\"What is the agentproto BoF at IETF 126?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Agentproto (Agent Communication Protocols) was a working-group-forming Birds-of-a-Feather session held Thursday, 23 July 2026, at IETF 126 in Vienna. It brought the fragmented landscape of agent protocols — MCP, A2A, ACP, ANP, and others — into the IETF to identify which building blocks genuinely need a standard, building on requirements work by Jonathan Rosenberg and Cullen Jennings.17\"}},{\"@type\":\"Question\",\"name\":\"How is MCP different from A2A?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"MCP is a client-server protocol connecting one agent to tools, data, and APIs; A2A is a peer-to-peer protocol letting agents discover each other's capabilities and delegate tasks.35 They are complementary rather than competing. What neither fully specifies is cross-domain identity federation and incident attribution when agents from different organizations interact without prior trust.7\"}},{\"@type\":\"Question\",\"name\":\"What would an IETF RFC add that MCP and A2A don't cover?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"The framework behind agentproto argues that a standard is needed for cross-domain agent discovery and identity federation, lifecycle management of multi-hop delegation chains, human confirmation before irreversible actions, and protocol-level attribution for security incidents such as multi-agent prompt injection.7 These are inter-organizational guarantees that a single vendor's protocol is not positioned to define on its own.\"}},{\"@type\":\"Question\",\"name\":\"Why is prompt injection worse in multi-agent systems?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Because it can cascade. A user injects malicious input into Agent A that is aimed at Agent B; A relays it to B as normal operation, and B — trusting A — acts on it, bypassing A's defenses.7 OWASP already ranks prompt injection as the top risk for LLM applications; the multi-agent trust relationship adds a new path that application-level filters were not designed to catch.9 Footnotes\\n\\n\\n\\\"Birds of a Feather at IETF 126,\\\" IETF Blog, 2 July 2026 (BoF schedule, dates, and agentproto description). https://www.ietf.org/blog/ietf126-bofs/ ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7\\n\\n\\n\\\"Birds of a Feather (BOF),\\\" IETF process documentation, and \\\"Introduction to the IETF\\\" (rough consensus and running code). https://www.ietf.org/process/bofs/ ↩ ↩2 ↩3 ↩4\\n\\n\\n\\\"MCP joins the Agentic AI Foundation,\\\" Model Context Protocol Blog, 9 December 2025 (97 million monthly SDK downloads, 10,000 active servers, Linux Foundation donation). https://blog.modelcontextprotocol.io/posts/2025-12-09-mcp-joins-agentic-ai-foundation/ ↩ ↩2 ↩3\\n\\n\\n\\\"The 2026-07-28 MCP Specification Release Candidate,\\\" Model Context Protocol Blog. https://blog.modelcontextprotocol.io/posts/2026-07-28-release-candidate/ ↩\\n\\n\\n\\\"Google Cloud donates A2A to Linux Foundation,\\\" Google Developers Blog, 23 June 2025. https://developers.googleblog.com/en/google-cloud-donates-a2a-to-linux-foundation/ ↩ ↩2\\n\\n\\n\\\"A year of open collaboration: Celebrating the anniversary of A2A,\\\" Google Open Source Blog, 16 April 2026 (\\\"over 100 technology companies now supporting the project\\\"; A2A announced 9 April 2025, donated 23 June 2025). https://opensource.googleblog.com/2026/04/a-year-of-open-collaboration-celebrating-the-anniversary-of-a2a.html ↩\\n\\n\\n\\\"Framework, Use Cases and Requirements for AI Agent Protocols,\\\" draft-rosenberg-aiproto-framework-00, IETF (authors J. Rosenberg / Five9 and C. Jennings / Cisco; §3 requirements — Discovery, Lifecycle Management, Authentication and Authorization, User Confirmation; \\\"Prompt injection attacks are notoriously difficult to prevent\\\"). This individual Internet-Draft is expired and \\\"has no formal standing in the IETF standards process.\\\" Full text: https://www.ietf.org/archive/id/draft-rosenberg-aiproto-framework-00.txt — status: https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/00/ ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7 ↩8 ↩9 ↩10\\n\\n\\n\\\"Framework, Use Cases and Requirements for AI Agent Protocols,\\\" draft-rosenberg-agentproto-usecases (the current, active revision). https://datatracker.ietf.org/doc/draft-rosenberg-agentproto-usecases/ ↩\\n\\n\\n\\\"OWASP Top 10 for LLM Applications 2025,\\\" LLM01: Prompt Injection. https://owasp.org/www-project-top-10-for-large-language-model-applications/assets/PDF/OWASP-Top-10-for-LLMs-v2025.pdf ↩ ↩2\\n\\n\\n\\\"Competing AI Agent Protocols Face IETF Standards Scrutiny at Vienna Meeting,\\\" Tech Times, 18 July 2026 (BoF-to-RFC timeline framing and framework summary). https://www.techtimes.com/articles/320919/20260718/competing-ai-agent-protocols-face-ietf-standards-scrutiny-vienna-meeting.htm ↩ ↩2\"}}]}]</script><div class=\"lg:grid lg:grid-cols-[auto_minmax(0,1fr)_17.5rem] lg:gap-8\" dir=\"ltr\"><aside class=\"hidden lg:block w-14\"><div class=\"sticky top-32 flex flex-col items-center gap-4\"><div class=\"flex flex-col items-center gap-4 rounded-2xl border border-[var(--line)] bg-[color:var(--ink-2)] px-3 py-3 shadow-[0_20px_40px_-30px_rgba(15,23,42,0.45)] dark:border-[var(--line)] dark:bg-[color:var(--ink-1)]\"><button class=\"group flex items-center justify-center rounded-full bg-[color:var(--ink-2)] p-3 shadow-md backdrop-blur-sm transition-all duration-200 hover:bg-[color:var(--ink-2)] hover:shadow-lg hover:scale-110 dark:bg-[color:var(--ink-2)] dark:hover:bg-[color:var(--ink-4)]\" aria-label=\"Share this content\"><svg class=\"h-5 w-5 text-[color:var(--txt-2)] transition-colors group-hover:text-brand-mid dark:text-[color:var(--txt-3)]\" 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inline-flex \" dir=\"ltr\"><button type=\"button\" title=\"Bookmark\" aria-label=\"Bookmark this item\" aria-pressed=\"false\" class=\"inline-flex items-center gap-1 rounded-s-md border transition-colors disabled:opacity-50 h-7 px-2 border-[var(--line-strong)] bg-[color:var(--ink-2)] text-[color:var(--txt-2)] hover:border-brand-mid hover:text-brand-mid dark:border-[var(--line-strong)] dark:bg-[color:var(--ink-1)] dark:text-[color:var(--txt-3)]\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-bookmark h-3.5 w-3.5\" aria-hidden=\"true\"><path d=\"m19 21-7-4-7 4V5a2 2 0 0 1 2-2h10a2 2 0 0 1 2 2v16z\"></path></svg><span class=\"text-xs\">Save</span></button><button type=\"button\" title=\"Choose collection\" aria-label=\"Choose collection\" class=\"inline-flex items-center justify-center rounded-e-md border border-s-0 transition-colors h-7 px-2 border-[var(--line-strong)] bg-[color:var(--ink-2)] text-[color:var(--txt-2)] hover:border-brand-mid hover:text-brand-mid dark:border-[var(--line-strong)] dark:bg-[color:var(--ink-1)] dark:text-[color:var(--txt-3)]\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-chevron-down h-3.5 w-3.5\" aria-hidden=\"true\"><path d=\"m6 9 6 6 6-6\"></path></svg></button></div></div><div class=\"not-prose mt-2 flex flex-wrap gap-2\"><a aria-label=\"Tag IETF\" href=\"/tags/ietf\"><span class=\"inline-flex items-center rounded-full px-3 py-1 font-mono text-[10.5px] uppercase tracking-[0.16em] text-brand-300 bg-brand-500/10 border border-brand-500/20 hover:bg-brand-500/16 transition-colors\">#<!-- -->IETF</span></a><a aria-label=\"Tag AI agent protocol\" href=\"/tags/ai-agent-protocol\"><span class=\"inline-flex items-center rounded-full px-3 py-1 font-mono text-[10.5px] uppercase tracking-[0.16em] text-brand-300 bg-brand-500/10 border border-brand-500/20 hover:bg-brand-500/16 transition-colors\">#<!-- -->AI agent protocol</span></a><a aria-label=\"Tag agentproto\" href=\"/tags/agentproto\"><span class=\"inline-flex items-center rounded-full px-3 py-1 font-mono text-[10.5px] uppercase tracking-[0.16em] text-brand-300 bg-brand-500/10 border border-brand-500/20 hover:bg-brand-500/16 transition-colors\">#<!-- -->agentproto</span></a><a aria-label=\"Tag MCP\" href=\"/tags/mcp\"><span class=\"inline-flex items-center rounded-full px-3 py-1 font-mono text-[10.5px] uppercase tracking-[0.16em] text-brand-300 bg-brand-500/10 border border-brand-500/20 hover:bg-brand-500/16 transition-colors\">#<!-- -->MCP</span></a><a aria-label=\"Tag A2A\" href=\"/tags/a2a\"><span class=\"inline-flex items-center rounded-full px-3 py-1 font-mono text-[10.5px] uppercase tracking-[0.16em] text-brand-300 bg-brand-500/10 border border-brand-500/20 hover:bg-brand-500/16 transition-colors\">#<!-- -->A2A</span></a><a aria-label=\"Tag agent interoperability\" href=\"/tags/agent-interoperability\"><span class=\"inline-flex items-center rounded-full px-3 py-1 font-mono text-[10.5px] uppercase tracking-[0.16em] text-brand-300 bg-brand-500/10 border border-brand-500/20 hover:bg-brand-500/16 transition-colors\">#<!-- -->agent interoperability</span></a><a aria-label=\"Tag agentic ai\" href=\"/tags/agentic-ai\"><span class=\"inline-flex items-center rounded-full px-3 py-1 font-mono text-[10.5px] uppercase tracking-[0.16em] text-brand-300 bg-brand-500/10 border border-brand-500/20 hover:bg-brand-500/16 transition-colors\">#<!-- -->agentic ai</span></a></div><div class=\"not-prose mt-7\"><div class=\"relative overflow-hidden rounded-2xl bg-[color:var(--ink-3)] border border-[var(--line)] pb-[56%]\"><img alt=\"IETF Weighs an AI Agent Protocol Standard in 2026\" loading=\"lazy\" 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stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8.684 13.342C8.886 12.938 9 12.482 9 12c0-.482-.114-.938-.316-1.342m0 2.684a3 3 0 110-2.684m0 2.684l6.632 3.316m-6.632-6l6.632-3.316m0 0a3 3 0 105.367-2.684 3 3 0 00-5.367 2.684zm0 9.316a3 3 0 105.367 2.684 3 3 0 00-5.367-2.684z\"></path></svg></button></div><div class=\"lg:hidden\"><aside class=\"not-prose mb-8 rounded-lg border border-[var(--line)] bg-[color:var(--ink-2)] p-4\" dir=\"ltr\"><div class=\"text-sm font-semibold mb-2 brand-text\" style=\"text-align:left\">Table of contents</div><nav aria-label=\"Table of contents\"><ul class=\"space-y-0.5\"><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#what-youll-learn\">What you&#x27;ll learn</a></li><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#what-happened-at-the-agentproto-bof\">What happened at the agentproto BoF</a></li><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#why-it-is-rough-consensus-not-a-vote\">Why it is rough consensus, not a vote</a></li><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#mcp-vs-a2a-two-layers-one-missing-piece\">MCP vs A2A: two layers, one missing piece</a></li><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#the-problems-the-framework-says-still-need-a-standard\">The problems the framework says still need a standard</a></li><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#why-prompt-injection-is-the-security-test\">Why prompt injection is the security test</a></li><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#the-realistic-timeline--and-what-to-watch\">The realistic timeline — and what to watch</a></li></ul></nav></aside></div><div class=\"mt-6\"><html><head></head><body><p><strong>In one line:</strong> At IETF 126 in Vienna this week, a Birds-of-a-Feather session called agentproto asked whether the internet's standards body should define how AI agents talk to each other across organizations — the gap that today's dominant protocols, MCP and A2A, leave open.<sup><a href=\"#user-content-fn-1\" id=\"user-content-fnref-1\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">1</a></sup></p>\n<p><strong>TL;DR:</strong> For more than a year, vendors shipped competing AI agent protocols — Anthropic's MCP, Google's A2A, and several more — and none of them cleared the one bar that makes a protocol interoperable across organizational boundaries: an IETF RFC. On Thursday, July 23, the agentproto Birds-of-a-Feather (BoF) session at IETF 126 in Vienna brought that question into the Internet Engineering Task Force, with a view toward chartering a Working Group.<sup><a href=\"#user-content-fn-1\" id=\"user-content-fnref-1-2\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">1</a></sup> This is not a vote and not a product launch; the IETF works by rough consensus, and any resulting standard is years away.<sup><a href=\"#user-content-fn-2\" id=\"user-content-fnref-2\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">2</a></sup> What is genuinely new is that agent-to-agent communication is now being treated as an internet-infrastructure problem, not just a vendor feature.</p>\n<h2 id=\"what-youll-learn\"><a class=\"anchor\" href=\"#what-youll-learn\">What you'll learn</a></h2>\n<ul>\n<li>What happened at the agentproto BoF at IETF 126, and what a \"Birds-of-a-Feather\" session actually decides</li>\n<li>Why the IETF works by rough consensus rather than a vote — and why that framing matters here</li>\n<li>How MCP and A2A differ, and the interoperability gap neither one closes</li>\n<li>The specific problems the underlying framework draft says still need a standard</li>\n<li>Why prompt injection is the security test any agent protocol standard has to pass</li>\n<li>The realistic timeline from a BoF to a published RFC, and what to watch next</li>\n</ul>\n<h2 id=\"what-happened-at-the-agentproto-bof\"><a class=\"anchor\" href=\"#what-happened-at-the-agentproto-bof\">What happened at the agentproto BoF</a></h2>\n<p>The IETF 126 meeting ran 18–24 July 2026 in Vienna, and among the established Working Group sessions the organization scheduled five Birds-of-a-Feather sessions — early, community-wide discussions about work that might be ready for the IETF to take on.<sup><a href=\"#user-content-fn-1\" id=\"user-content-fnref-1-3\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">1</a></sup> Three of the five touched AI agents directly. The one with the highest stakes for anyone building multi-agent systems was <strong>agentproto</strong> (Agent Communication Protocols), held Thursday, 23 July, 09:00–11:00 CEST.<sup><a href=\"#user-content-fn-1\" id=\"user-content-fnref-1-4\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">1</a></sup></p>\n<p>The IETF's own framing is precise: the past year produced \"a rush of competing, overlapping protocols for connecting AI agents to one another and to the tools they use — Model Context Protocol (MCP), Agent2Agent (A2A), the Agent Communication Protocol (ACP), the Agent Network Protocol (ANP), and more.\" The agentproto session, it says, \"brings that conversation into the IETF,\" building on a well-attended IETF 124 side meeting and on framework and requirements work led by Jonathan Rosenberg and Cullen Jennings, \"with a view toward chartering a Working Group to take that work forward.\"<sup><a href=\"#user-content-fn-1\" id=\"user-content-fnref-1-5\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">1</a></sup></p>\n<p>That phrase — <em>chartering a Working Group</em> — is the actual object of the meeting. A BoF is not where a standard gets written. It is where the community decides whether there is enough consensus, energy, and a tight enough scope to justify starting the multi-year process that eventually produces one.<sup><a href=\"#user-content-fn-2\" id=\"user-content-fnref-2-2\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">2</a></sup></p>\n<h2 id=\"why-it-is-rough-consensus-not-a-vote\"><a class=\"anchor\" href=\"#why-it-is-rough-consensus-not-a-vote\">Why it is rough consensus, not a vote</a></h2>\n<p>It is tempting to describe Thursday's session as a vote on an IETF AI agent protocol standard. That is the wrong mental model, and the distinction is not pedantic. The IETF does not decide by counting ballots. It decides by \"rough consensus and running code\" — a working agreement in the room and on the mailing list, backed by implementations that actually run.<sup><a href=\"#user-content-fn-2\" id=\"user-content-fnref-2-3\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">2</a></sup> A BoF that is \"working-group-forming,\" as agentproto aims to be, succeeds when it demonstrates that a coherent problem and a willing community exist; it can just as easily send the work back to the mailing list if the discussion reveals too much disagreement about scope.<sup><a href=\"#user-content-fn-2\" id=\"user-content-fnref-2-4\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">2</a></sup></p>\n<p>This is why an IETF outcome carries weight that a vendor announcement does not. The RFCs that came out of this process define TLS, DNS, and the transport underneath modern web traffic, and they endure precisely because they were not imposed by one company. If the IETF eventually charters an agent-protocol Working Group, it is asserting that <strong>an IETF AI agent protocol standard</strong> belongs in the same category as those foundational specifications — an internet-layer concern rather than a product-layer one. As of this writing, the formal result of Thursday's session — whether a Working Group is chartered — follows that consensus process; session materials and minutes are posted to the IETF Datatracker as they are finalized, and that is the authoritative place to confirm the outcome rather than early press summaries.</p>\n<h2 id=\"mcp-vs-a2a-two-layers-one-missing-piece\"><a class=\"anchor\" href=\"#mcp-vs-a2a-two-layers-one-missing-piece\">MCP vs A2A: two layers, one missing piece</a></h2>\n<p>To see why the IETF is interested at all, you have to see what the existing protocols do and do not cover. They are not really competitors so much as neighbors solving different halves of the problem.</p>\n<p><strong>MCP (Model Context Protocol)</strong> is a client-server protocol: an agent reaches out to a tool, database, or API and requests data or an action. Anthropic donated MCP to the Agentic AI Foundation — a directed fund under the Linux Foundation — on 9 December 2025, and by that point the protocol reported \"over 97 million monthly SDK downloads, 10,000 active servers,\" with first-class client support across ChatGPT, Claude, Cursor, Gemini, Microsoft Copilot, and Visual Studio Code.<sup><a href=\"#user-content-fn-3\" id=\"user-content-fnref-3\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">3</a></sup> Its next revision, the 2026-07-28 spec, is the largest since launch and, among other things, realigns authorization with OAuth 2.1; we covered that change in depth in our write-up of <a href=\"/mcp-stateless-protocol-enterprise-authorization\">MCP's stateless 2026-07-28 spec</a>.<sup><a href=\"#user-content-fn-9\" id=\"user-content-fnref-9\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">4</a></sup></p>\n<p><strong>A2A (Agent2Agent)</strong> is a peer-to-peer protocol: two agents discover each other's capabilities and delegate tasks. Google donated A2A to the Linux Foundation on 23 June 2025 at Open Source Summit North America, with Amazon Web Services, Cisco, Microsoft, Salesforce, SAP, and ServiceNow among the founding members; the coalition has since grown to over 100 technology companies.<sup><a href=\"#user-content-fn-4\" id=\"user-content-fnref-4\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">5</a></sup><sup><a href=\"#user-content-fn-5\" id=\"user-content-fnref-5\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">6</a></sup> If you want the hands-on version of how agents advertise capabilities and hand off work, our <a href=\"/a2a-protocol-python-tutorial\">A2A protocol tutorial</a> walks through it.</p>\n<div data-ad-placement=\"post-in-article-mid\" class=\"not-prose my-8\"></div>\n\n<p>Here is the gap. MCP standardizes the agent-to-tool link. A2A standardizes the agent-to-agent link within a broadly cooperating ecosystem. Neither one fully specifies what happens when an agent in <em>your</em> organization needs to prove to an agent in <em>someone else's</em> organization that it is authorized to act on a user's behalf — and to do so in a way both sides can verify without a prior bilateral integration. That cross-domain, no-prior-trust case is exactly the territory internet standards exist to cover.</p>\n<h2 id=\"the-problems-the-framework-says-still-need-a-standard\"><a class=\"anchor\" href=\"#the-problems-the-framework-says-still-need-a-standard\">The problems the framework says still need a standard</a></h2>\n<p>The intellectual basis for agentproto is a framework and requirements document authored by Jonathan Rosenberg, of Five9, and Cullen Jennings, of Cisco.<sup><a href=\"#user-content-fn-6\" id=\"user-content-fnref-6\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">7</a></sup> Rosenberg's involvement is a signal in itself: he is a lead author of RFC 3261, the Session Initiation Protocol that governs much of the internet's real-time voice and video. One procedural caveat worth stating plainly: an Internet-Draft is a proposal, not a standard. The datatracker attaches an explicit disclaimer that such drafts are \"not endorsed by the IETF\" and have \"no formal standing in the IETF standards process,\" and the early framework draft has already been superseded — the current document is <code>draft-rosenberg-agentproto-usecases</code>.<sup><a href=\"#user-content-fn-6\" id=\"user-content-fnref-6-2\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">7</a></sup><sup><a href=\"#user-content-fn-7\" id=\"user-content-fnref-7\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">8</a></sup></p>\n<p>With that caveat, the framework's argument is that today's protocols leave a short list of hard problems unsolved, and that these are the ones worth standardizing. Its requirements sections map to them directly: discovery (how agents find each other, especially across domains), authentication and authorization (how identity and credentials are federated so one organization's agent can be trusted by another's), lifecycle management (how a chain of delegated agents is managed across the life of a task), and user confirmation (how a human stays in the loop before an action such as booking a flight is committed).<sup><a href=\"#user-content-fn-6\" id=\"user-content-fnref-6-3\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">7</a></sup> The draft frames agent communication as a new application-layer concern — occupying the same tier of the internet stack as HTTP, SIP, and RTP do today.<sup><a href=\"#user-content-fn-6\" id=\"user-content-fnref-6-4\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">7</a></sup></p>\n<h2 id=\"why-prompt-injection-is-the-security-test\"><a class=\"anchor\" href=\"#why-prompt-injection-is-the-security-test\">Why prompt injection is the security test</a></h2>\n<p>The most concrete technical argument for standardizing this at the protocol layer is a security one, and it centers on prompt injection.</p>\n<p>In a single-agent system, prompt injection means a user crafts input that overrides the agent's instructions. OWASP ranks it as <strong>LLM01 — the number-one risk</strong> in its Top 10 for LLM Applications.<sup><a href=\"#user-content-fn-8\" id=\"user-content-fnref-8\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">9</a></sup> The multi-agent version is structurally worse. A malicious user can craft input for Agent A that is really aimed at Agent B, the agent that A calls next. Because A relays user content to B as part of normal operation, and because B trusts A, the injected instruction can ride the trust relationship straight past A's defenses.<sup><a href=\"#user-content-fn-6\" id=\"user-content-fnref-6-5\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">7</a></sup> The framework's position is blunt: prompt injection is notoriously difficult to prevent, so the protocol-level answer is not prevention but attribution — mechanisms for logging, diagnosis, and reconstructing which agent did what when an incident happens.<sup><a href=\"#user-content-fn-6\" id=\"user-content-fnref-6-6\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">7</a></sup></p>\n<p>That is a requirement no purely application-level defense can satisfy, because the attack crosses a boundary between two independently operated systems. It is also the clearest illustration of why \"just use MCP and A2A\" is not a complete answer: neither was designed to carry incident attribution across an inter-domain agent cascade.</p>\n<h2 id=\"the-realistic-timeline--and-what-to-watch\"><a class=\"anchor\" href=\"#the-realistic-timeline--and-what-to-watch\">The realistic timeline — and what to watch</a></h2>\n<p>Set expectations accordingly. The IETF process is deliberately slow: a proposal typically moves from a BoF, to a chartered Working Group, through multiple Internet-Draft revisions and reviews, to a published RFC — a path that commonly takes on the order of two to four years.<sup><a href=\"#user-content-fn-10\" id=\"user-content-fnref-10\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">10</a></sup> Nothing shipped in Vienna this week. What the meeting could produce is a decision to <em>start</em>, and that decision then shapes what the RFC pipeline looks like in 2027 and 2028.</p>\n<p>The strategic question underneath is whether an open IETF AI agent protocol standard will define inter-domain agent communication, or whether the market-dominant protocols will harden into de facto standards by deployment momentum alone. MCP's 97-million-downloads-a-month adoption is a real gravitational field, and it is entirely possible that the practical baseline gets set by what is already deployed rather than by what the IETF eventually blesses.<sup><a href=\"#user-content-fn-3\" id=\"user-content-fnref-3-2\" data-footnote-ref=\"\" aria-describedby=\"footnote-label\">3</a></sup> The tension between those two outcomes is the story worth following. It is also the same interoperability-versus-lock-in tension that regulators are pressing from a different direction, as we covered in <a href=\"/eu-android-ai-agent-interoperability-dma\">the EU's push for AI agent interoperability under the DMA</a>.</p>\n<p>For now, the honest status is: the conversation has arrived at the IETF, the problem statement is well-formed, and the outcome of Thursday's session is a matter of public record on the IETF Datatracker rather than of speculation.</p>\n\n\n\n\n\n\n\n\n\n\n\n</div><div class=\"not-prose\"><section class=\"mt-12 pt-8 border-t border-[var(--line-strong)]\"><h2 id=\"faq\" class=\"text-2xl font-bold text-[color:var(--txt-0)] mb-6\">Frequently Asked Questions</h2><div class=\"bg-[color:var(--ink-2)] rounded-xl p-6\"><div class=\"border-b border-[var(--line-strong)] last:border-0\"><button class=\"w-full py-4 flex items-center justify-between text-left hover:text-indigo-600 dark:hover:text-indigo-400 transition-colors\" aria-expanded=\"true\"><span class=\"font-medium text-[color:var(--txt-0)] pr-4\">Is the IETF standardizing AI agent protocols?</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-chevron-up w-5 h-5 flex-shrink-0 text-[color:var(--txt-2)]\" aria-hidden=\"true\"><path d=\"m18 15-6-6-6 6\"></path></svg></button><div class=\"pb-4 text-[color:var(--txt-2)] leading-relaxed\">Not yet. At IETF 126 in Vienna, the agentproto Birds-of-a-Feather session opened the question of whether the IETF should charter a Working Group to standardize agent-to-agent communication.1 A BoF is an exploratory step, not a standard; even if a Working Group is chartered, a published RFC is typically two to four years out.10 The authoritative outcome of the session is posted to the IETF Datatracker.</div></div><div class=\"border-b border-[var(--line-strong)] last:border-0\"><button class=\"w-full py-4 flex items-center justify-between text-left hover:text-indigo-600 dark:hover:text-indigo-400 transition-colors\" aria-expanded=\"false\"><span class=\"font-medium text-[color:var(--txt-0)] pr-4\">What is the agentproto BoF at IETF 126?</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-chevron-down w-5 h-5 flex-shrink-0 text-[color:var(--txt-2)]\" aria-hidden=\"true\"><path d=\"m6 9 6 6 6-6\"></path></svg></button></div><div class=\"border-b border-[var(--line-strong)] last:border-0\"><button class=\"w-full py-4 flex items-center justify-between text-left hover:text-indigo-600 dark:hover:text-indigo-400 transition-colors\" aria-expanded=\"false\"><span class=\"font-medium text-[color:var(--txt-0)] pr-4\">How is MCP different from A2A?</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-chevron-down w-5 h-5 flex-shrink-0 text-[color:var(--txt-2)]\" aria-hidden=\"true\"><path d=\"m6 9 6 6 6-6\"></path></svg></button></div><div class=\"border-b border-[var(--line-strong)] last:border-0\"><button class=\"w-full py-4 flex items-center justify-between text-left hover:text-indigo-600 dark:hover:text-indigo-400 transition-colors\" aria-expanded=\"false\"><span class=\"font-medium text-[color:var(--txt-0)] pr-4\">What would an IETF RFC add that MCP and A2A don&#x27;t cover?</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-chevron-down w-5 h-5 flex-shrink-0 text-[color:var(--txt-2)]\" aria-hidden=\"true\"><path d=\"m6 9 6 6 6-6\"></path></svg></button></div><div class=\"border-b border-[var(--line-strong)] last:border-0\"><button class=\"w-full py-4 flex items-center justify-between text-left hover:text-indigo-600 dark:hover:text-indigo-400 transition-colors\" aria-expanded=\"false\"><span class=\"font-medium text-[color:var(--txt-0)] pr-4\">Why is prompt injection worse in multi-agent systems?</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-chevron-down w-5 h-5 flex-shrink-0 text-[color:var(--txt-2)]\" aria-hidden=\"true\"><path d=\"m6 9 6 6 6-6\"></path></svg></button></div></div></section></div><hr class=\"not-prose my-10 border-[var(--line)]\"/><nav class=\"not-prose flex justify-between text-sm text-[color:var(--txt-2)]\"><div><a class=\"hover:text-[color:var(--txt-0)] dark:hover:text-[color:var(--txt-1)] transition-colors\" href=\"/microsoft-agent-framework-go-google-adk\"><span class=\"\">←</span> <!-- -->Previous</a></div><div><a class=\"hover:text-[color:var(--txt-0)] dark:hover:text-[color:var(--txt-1)] transition-colors\" href=\"/pinecone-nexus-knowledge-engine-rag-agents\">Next<!-- --> <span class=\"\">→</span></a></div></nav></article><aside class=\"hidden lg:block\"><div class=\"sticky top-24 space-y-6\"><aside class=\"not-prose mb-8 rounded-lg border border-[var(--line)] bg-[color:var(--ink-2)] p-4\" dir=\"ltr\"><div class=\"text-sm font-semibold mb-2 brand-text\" style=\"text-align:left\">Table of contents</div><nav aria-label=\"Table of contents\"><ul class=\"space-y-0.5\"><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#what-youll-learn\">What you&#x27;ll learn</a></li><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#what-happened-at-the-agentproto-bof\">What happened at the agentproto BoF</a></li><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#why-it-is-rough-consensus-not-a-vote\">Why it is rough consensus, not a vote</a></li><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#mcp-vs-a2a-two-layers-one-missing-piece\">MCP vs A2A: two layers, one missing piece</a></li><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#the-problems-the-framework-says-still-need-a-standard\">The problems the framework says still need a standard</a></li><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#why-prompt-injection-is-the-security-test\">Why prompt injection is the security test</a></li><li><a class=\"flex min-h-[44px] items-center text-sm hover:underline text-[color:var(--txt-1)] rounded-md hover:bg-[color:var(--ink-3)] px-2 -mx-2 transition-colors pl-2\" href=\"#the-realistic-timeline--and-what-to-watch\">The realistic timeline — and what to watch</a></li></ul></nav></aside></div></aside></div><div class=\"mx-auto max-w-3xl px-4\"><section class=\"mt-16 border-t border-[var(--line)] pt-10 dark:border-[var(--line)]\" dir=\"ltr\"><div class=\"mb-6 flex items-center gap-3\"><div class=\"h-8 w-1 rounded-full bg-gradient-to-b from-brand-begin to-brand-end\"></div><div><p class=\"text-xs font-medium uppercase tracking-wider text-[color:var(--txt-2)]\">Continue Learning</p><h2 class=\"text-xl font-bold text-[color:var(--txt-0)]\">Related Posts</h2></div></div><div class=\"grid grid-cols-1 gap-4 sm:grid-cols-2\"><a class=\"group flex gap-4 rounded-xl border border-[var(--line)] bg-[color:var(--ink-2)] p-3 transition-all hover:border-brand-mid/50 hover:shadow-lg hover:shadow-brand-mid/10 dark:border-[var(--line)] dark:bg-[color:var(--ink-1)] dark:hover:border-brand-mid/40\" href=\"/claude-adobe-creativity-connector-50-creative-cloud-tools\"><div class=\"relative h-20 w-20 flex-shrink-0 overflow-hidden rounded-lg bg-[color:var(--ink-3)]\"><img alt=\"Adobe + Claude: 50+ Creative Tools From One Prompt\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover transition-transform group-hover:scale-105\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"/images/placeholders/cover-general.svg\"/></div><div class=\"flex flex-1 flex-col justify-center overflow-hidden\"><h3 class=\"line-clamp-2 text-sm font-semibold text-[color:var(--txt-0)] transition-colors group-hover:text-brand-mid dark:text-[color:var(--txt-0)]\">Adobe + Claude: 50+ Creative Tools From One Prompt</h3><div class=\"mt-1.5 flex flex-wrap gap-1\"><span class=\"rounded bg-[color:var(--ink-3)] px-1.5 py-0.5 text-xs text-[color:var(--txt-2)] dark:bg-[color:var(--ink-2)] dark:text-[color:var(--txt-3)]\">claude</span><span class=\"rounded bg-[color:var(--ink-3)] px-1.5 py-0.5 text-xs text-[color:var(--txt-2)] dark:bg-[color:var(--ink-2)] dark:text-[color:var(--txt-3)]\">adobe</span></div></div></a><a class=\"group flex gap-4 rounded-xl border border-[var(--line)] bg-[color:var(--ink-2)] p-3 transition-all hover:border-brand-mid/50 hover:shadow-lg hover:shadow-brand-mid/10 dark:border-[var(--line)] dark:bg-[color:var(--ink-1)] dark:hover:border-brand-mid/40\" href=\"/claude-managed-agents-deploy-ai-agents-faster\"><div class=\"relative h-20 w-20 flex-shrink-0 overflow-hidden rounded-lg bg-[color:var(--ink-3)]\"><img alt=\"Claude Managed Agents: Build Production AI Agents in Days\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover transition-transform group-hover:scale-105\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"/images/placeholders/cover-general.svg\"/></div><div class=\"flex flex-1 flex-col justify-center 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(2026)\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover transition-transform group-hover:scale-105\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"/images/covers/pinecone-nexus-knowledge-engine-rag-agents.jpg\"/></div><div class=\"flex flex-1 flex-col justify-center overflow-hidden\"><h3 class=\"line-clamp-2 text-sm font-semibold text-[color:var(--txt-0)] transition-colors group-hover:text-brand-mid dark:text-[color:var(--txt-0)]\">Pinecone Nexus: Is RAG Ending for AI Agents? 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BoF put AI agent protocols like MCP and A2A under standards-body scrutiny. Here is what an IETF RFC would actually change.\\\",\\\"image\\\":\\\"https://nerdleveltech.com/images/covers/ietf-ai-agent-protocol-standard-agentproto.jpg\\\",\\\"author\\\":{\\\"@type\\\":\\\"Person\\\",\\\"name\\\":\\\"Nerd Level Tech\\\",\\\"url\\\":\\\"https://nerdleveltech.com\\\"},\\\"publisher\\\":{\\\"@type\\\":\\\"Organization\\\",\\\"name\\\":\\\"Nerd Level Tech\\\",\\\"url\\\":\\\"https://nerdleveltech.com\\\",\\\"logo\\\":{\\\"@type\\\":\\\"ImageObject\\\",\\\"url\\\":\\\"https://nerdleveltech.com/images/logo.png\\\",\\\"width\\\":512,\\\"height\\\":512}},\\\"datePublished\\\":\\\"2026-07-24T00:00:00.000Z\\\",\\\"dateModified\\\":\\\"2026-07-24T00:00:00.000Z\\\",\\\"mainEntityOfPage\\\":{\\\"@type\\\":\\\"WebPage\\\",\\\"@id\\\":\\\"https://nerdleveltech.com/ietf-ai-agent-protocol-standard-agentproto\\\"},\\\"url\\\":\\\"https://nerdleveltech.com/ietf-ai-agent-protocol-standard-agentproto\\\",\\\"keywords\\\":\\\"IETF, AI agent protocol, agentproto, MCP, A2A, agent interoperability, agentic ai\\\",\\\"articleSection\\\":\\\"ai-ml\\\"},{\\\"@context\\\":\\\"https://schema.org\\\",\\\"@type\\\":\\\"BreadcrumbList\\\",\\\"itemListElement\\\":[{\\\"@type\\\":\\\"ListItem\\\",\\\"position\\\":1,\\\"name\\\":\\\"Home\\\",\\\"item\\\":\\\"https://nerdleveltech.com/\\\"},{\\\"@type\\\":\\\"ListItem\\\",\\\"position\\\":2,\\\"name\\\":\\\"Blog\\\",\\\"item\\\":\\\"https://nerdleveltech.com/blog\\\"},{\\\"@type\\\":\\\"ListItem\\\",\\\"position\\\":3,\\\"name\\\":\\\"IETF Weighs an AI Agent Protocol Standard in 2026\\\",\\\"item\\\":\\\"https://nerdleveltech.com/ietf-ai-agent-protocol-standard-agentproto\\\"}]},{\\\"@context\\\":\\\"https://schema.org\\\",\\\"@type\\\":\\\"FAQPage\\\",\\\"mainEntity\\\":[{\\\"@type\\\":\\\"Question\\\",\\\"name\\\":\\\"Is the IETF standardizing AI agent protocols?\\\",\\\"acceptedAnswer\\\":{\\\"@type\\\":\\\"Answer\\\",\\\"text\\\":\\\"Not yet. At IETF 126 in Vienna, the agentproto Birds-of-a-Feather session opened the question of whether the IETF should charter a Working Group to standardize agent-to-agent communication.1 A BoF is an exploratory step, not a standard; even if a Working Group is chartered, a published RFC is typically two to four years out.10 The authoritative outcome of the session is posted to the IETF Datatracker.\\\"}},{\\\"@type\\\":\\\"Question\\\",\\\"name\\\":\\\"What is the agentproto BoF at IETF 126?\\\",\\\"acceptedAnswer\\\":{\\\"@type\\\":\\\"Answer\\\",\\\"text\\\":\\\"Agentproto (Agent Communication Protocols) was a working-group-forming Birds-of-a-Feather session held Thursday, 23 July 2026, at IETF 126 in Vienna. It brought the fragmented landscape of agent protocols — MCP, A2A, ACP, ANP, and others — into the IETF to identify which building blocks genuinely need a standard, building on requirements work by Jonathan Rosenberg and Cullen Jennings.17\\\"}},{\\\"@type\\\":\\\"Question\\\",\\\"name\\\":\\\"How is MCP different from A2A?\\\",\\\"acceptedAnswer\\\":{\\\"@type\\\":\\\"Answer\\\",\\\"text\\\":\\\"MCP is a client-server protocol connecting one agent to tools, data, and APIs; A2A is a peer-to-peer protocol letting agents discover each other's capabilities and delegate tasks.35 They are complementary rather than competing. What neither fully specifies is cross-domain identity federation and incident attribution when agents from different organizations interact without prior trust.7\\\"}},{\\\"@type\\\":\\\"Question\\\",\\\"name\\\":\\\"What would an IETF RFC add that MCP and A2A don't cover?\\\",\\\"acceptedAnswer\\\":{\\\"@type\\\":\\\"Answer\\\",\\\"text\\\":\\\"The framework behind agentproto argues that a standard is needed for cross-domain agent discovery and identity federation, lifecycle management of multi-hop delegation chains, human confirmation before irreversible actions, and protocol-level attribution for security incidents such as multi-agent prompt injection.7 These are inter-organizational guarantees that a single vendor's protocol is not positioned to define on its own.\\\"}},{\\\"@type\\\":\\\"Question\\\",\\\"name\\\":\\\"Why is prompt injection worse in multi-agent systems?\\\",\\\"acceptedAnswer\\\":{\\\"@type\\\":\\\"Answer\\\",\\\"text\\\":\\\"Because it can cascade. A user injects malicious input into Agent A that is aimed at Agent B; A relays it to B as normal operation, and B — trusting A — acts on it, bypassing A's defenses.7 OWASP already ranks prompt injection as the top risk for LLM applications; the multi-agent trust relationship adds a new path that application-level filters were not designed to catch.9 Footnotes\\\\n\\\\n\\\\n\\\\\\\"Birds of a Feather at IETF 126,\\\\\\\" IETF Blog, 2 July 2026 (BoF schedule, dates, and agentproto description). https://www.ietf.org/blog/ietf126-bofs/ ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7\\\\n\\\\n\\\\n\\\\\\\"Birds of a Feather (BOF),\\\\\\\" IETF process documentation, and \\\\\\\"Introduction to the IETF\\\\\\\" (rough consensus and running code). https://www.ietf.org/process/bofs/ ↩ ↩2 ↩3 ↩4\\\\n\\\\n\\\\n\\\\\\\"MCP joins the Agentic AI Foundation,\\\\\\\" Model Context Protocol Blog, 9 December 2025 (97 million monthly SDK downloads, 10,000 active servers, Linux Foundation donation). https://blog.modelcontextprotocol.io/posts/2025-12-09-mcp-joins-agentic-ai-foundation/ ↩ ↩2 ↩3\\\\n\\\\n\\\\n\\\\\\\"The 2026-07-28 MCP Specification Release Candidate,\\\\\\\" Model Context Protocol Blog. https://blog.modelcontextprotocol.io/posts/2026-07-28-release-candidate/ ↩\\\\n\\\\n\\\\n\\\\\\\"Google Cloud donates A2A to Linux Foundation,\\\\\\\" Google Developers Blog, 23 June 2025. https://developers.googleblog.com/en/google-cloud-donates-a2a-to-linux-foundation/ ↩ ↩2\\\\n\\\\n\\\\n\\\\\\\"A year of open collaboration: Celebrating the anniversary of A2A,\\\\\\\" Google Open Source Blog, 16 April 2026 (\\\\\\\"over 100 technology companies now supporting the project\\\\\\\"; A2A announced 9 April 2025, donated 23 June 2025). https://opensource.googleblog.com/2026/04/a-year-of-open-collaboration-celebrating-the-anniversary-of-a2a.html ↩\\\\n\\\\n\\\\n\\\\\\\"Framework, Use Cases and Requirements for AI Agent Protocols,\\\\\\\" draft-rosenberg-aiproto-framework-00, IETF (authors J. Rosenberg / Five9 and C. Jennings / Cisco; §3 requirements — Discovery, Lifecycle Management, Authentication and Authorization, User Confirmation; \\\\\\\"Prompt injection attacks are notoriously difficult to prevent\\\\\\\"). This individual Internet-Draft is expired and \\\\\\\"has no formal standing in the IETF standards process.\\\\\\\" Full text: https://www.ietf.org/archive/id/draft-rosenberg-aiproto-framework-00.txt — status: https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/00/ ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7 ↩8 ↩9 ↩10\\\\n\\\\n\\\\n\\\\\\\"Framework, Use Cases and Requirements for AI Agent Protocols,\\\\\\\" draft-rosenberg-agentproto-usecases (the current, active revision). https://datatracker.ietf.org/doc/draft-rosenberg-agentproto-usecases/ ↩\\\\n\\\\n\\\\n\\\\\\\"OWASP Top 10 for LLM Applications 2025,\\\\\\\" LLM01: Prompt Injection. https://owasp.org/www-project-top-10-for-large-language-model-applications/assets/PDF/OWASP-Top-10-for-LLMs-v2025.pdf ↩ ↩2\\\\n\\\\n\\\\n\\\\\\\"Competing AI Agent Protocols Face IETF Standards Scrutiny at Vienna Meeting,\\\\\\\" Tech Times, 18 July 2026 (BoF-to-RFC timeline framing and framework summary). https://www.techtimes.com/articles/320919/20260718/competing-ai-agent-protocols-face-ietf-standards-scrutiny-vienna-meeting.htm ↩ ↩2\\\"}}]}]\"])</script><script>self.__next_f.push([1,\"20:T3dfb,\"])</script><script>self.__next_f.push([1,\"\\n# IETF Weighs an AI Agent Protocol Standard in 2026\\n\\n**In one line:** At IETF 126 in Vienna this week, a Birds-of-a-Feather session called agentproto asked whether the internet's standards body should define how AI agents talk to each other across organizations — the gap that today's dominant protocols, MCP and A2A, leave open.[^1]\\n\\n**TL;DR:** For more than a year, vendors shipped competing AI agent protocols — Anthropic's MCP, Google's A2A, and several more — and none of them cleared the one bar that makes a protocol interoperable across organizational boundaries: an IETF RFC. On Thursday, July 23, the agentproto Birds-of-a-Feather (BoF) session at IETF 126 in Vienna brought that question into the Internet Engineering Task Force, with a view toward chartering a Working Group.[^1] This is not a vote and not a product launch; the IETF works by rough consensus, and any resulting standard is years away.[^2] What is genuinely new is that agent-to-agent communication is now being treated as an internet-infrastructure problem, not just a vendor feature.\\n\\n## What you'll learn\\n\\n- What happened at the agentproto BoF at IETF 126, and what a \\\"Birds-of-a-Feather\\\" session actually decides\\n- Why the IETF works by rough consensus rather than a vote — and why that framing matters here\\n- How MCP and A2A differ, and the interoperability gap neither one closes\\n- The specific problems the underlying framework draft says still need a standard\\n- Why prompt injection is the security test any agent protocol standard has to pass\\n- The realistic timeline from a BoF to a published RFC, and what to watch next\\n\\n## What happened at the agentproto BoF\\n\\nThe IETF 126 meeting ran 18–24 July 2026 in Vienna, and among the established Working Group sessions the organization scheduled five Birds-of-a-Feather sessions — early, community-wide discussions about work that might be ready for the IETF to take on.[^1] Three of the five touched AI agents directly. The one with the highest stakes for anyone building multi-agent systems was **agentproto** (Agent Communication Protocols), held Thursday, 23 July, 09:00–11:00 CEST.[^1]\\n\\nThe IETF's own framing is precise: the past year produced \\\"a rush of competing, overlapping protocols for connecting AI agents to one another and to the tools they use — Model Context Protocol (MCP), Agent2Agent (A2A), the Agent Communication Protocol (ACP), the Agent Network Protocol (ANP), and more.\\\" The agentproto session, it says, \\\"brings that conversation into the IETF,\\\" building on a well-attended IETF 124 side meeting and on framework and requirements work led by Jonathan Rosenberg and Cullen Jennings, \\\"with a view toward chartering a Working Group to take that work forward.\\\"[^1]\\n\\nThat phrase — *chartering a Working Group* — is the actual object of the meeting. A BoF is not where a standard gets written. It is where the community decides whether there is enough consensus, energy, and a tight enough scope to justify starting the multi-year process that eventually produces one.[^2]\\n\\n## Why it is rough consensus, not a vote\\n\\nIt is tempting to describe Thursday's session as a vote on an IETF AI agent protocol standard. That is the wrong mental model, and the distinction is not pedantic. The IETF does not decide by counting ballots. It decides by \\\"rough consensus and running code\\\" — a working agreement in the room and on the mailing list, backed by implementations that actually run.[^2] A BoF that is \\\"working-group-forming,\\\" as agentproto aims to be, succeeds when it demonstrates that a coherent problem and a willing community exist; it can just as easily send the work back to the mailing list if the discussion reveals too much disagreement about scope.[^2]\\n\\nThis is why an IETF outcome carries weight that a vendor announcement does not. The RFCs that came out of this process define TLS, DNS, and the transport underneath modern web traffic, and they endure precisely because they were not imposed by one company. If the IETF eventually charters an agent-protocol Working Group, it is asserting that **an IETF AI agent protocol standard** belongs in the same category as those foundational specifications — an internet-layer concern rather than a product-layer one. As of this writing, the formal result of Thursday's session — whether a Working Group is chartered — follows that consensus process; session materials and minutes are posted to the IETF Datatracker as they are finalized, and that is the authoritative place to confirm the outcome rather than early press summaries.\\n\\n## MCP vs A2A: two layers, one missing piece\\n\\nTo see why the IETF is interested at all, you have to see what the existing protocols do and do not cover. They are not really competitors so much as neighbors solving different halves of the problem.\\n\\n**MCP (Model Context Protocol)** is a client-server protocol: an agent reaches out to a tool, database, or API and requests data or an action. Anthropic donated MCP to the Agentic AI Foundation — a directed fund under the Linux Foundation — on 9 December 2025, and by that point the protocol reported \\\"over 97 million monthly SDK downloads, 10,000 active servers,\\\" with first-class client support across ChatGPT, Claude, Cursor, Gemini, Microsoft Copilot, and Visual Studio Code.[^3] Its next revision, the 2026-07-28 spec, is the largest since launch and, among other things, realigns authorization with OAuth 2.1; we covered that change in depth in our write-up of [MCP's stateless 2026-07-28 spec](/mcp-stateless-protocol-enterprise-authorization).[^9]\\n\\n**A2A (Agent2Agent)** is a peer-to-peer protocol: two agents discover each other's capabilities and delegate tasks. Google donated A2A to the Linux Foundation on 23 June 2025 at Open Source Summit North America, with Amazon Web Services, Cisco, Microsoft, Salesforce, SAP, and ServiceNow among the founding members; the coalition has since grown to over 100 technology companies.[^4][^5] If you want the hands-on version of how agents advertise capabilities and hand off work, our [A2A protocol tutorial](/a2a-protocol-python-tutorial) walks through it.\\n\\nHere is the gap. MCP standardizes the agent-to-tool link. A2A standardizes the agent-to-agent link within a broadly cooperating ecosystem. Neither one fully specifies what happens when an agent in *your* organization needs to prove to an agent in *someone else's* organization that it is authorized to act on a user's behalf — and to do so in a way both sides can verify without a prior bilateral integration. That cross-domain, no-prior-trust case is exactly the territory internet standards exist to cover.\\n\\n## The problems the framework says still need a standard\\n\\nThe intellectual basis for agentproto is a framework and requirements document authored by Jonathan Rosenberg, of Five9, and Cullen Jennings, of Cisco.[^6] Rosenberg's involvement is a signal in itself: he is a lead author of RFC 3261, the Session Initiation Protocol that governs much of the internet's real-time voice and video. One procedural caveat worth stating plainly: an Internet-Draft is a proposal, not a standard. The datatracker attaches an explicit disclaimer that such drafts are \\\"not endorsed by the IETF\\\" and have \\\"no formal standing in the IETF standards process,\\\" and the early framework draft has already been superseded — the current document is `draft-rosenberg-agentproto-usecases`.[^6][^7]\\n\\nWith that caveat, the framework's argument is that today's protocols leave a short list of hard problems unsolved, and that these are the ones worth standardizing. Its requirements sections map to them directly: discovery (how agents find each other, especially across domains), authentication and authorization (how identity and credentials are federated so one organization's agent can be trusted by another's), lifecycle management (how a chain of delegated agents is managed across the life of a task), and user confirmation (how a human stays in the loop before an action such as booking a flight is committed).[^6] The draft frames agent communication as a new application-layer concern — occupying the same tier of the internet stack as HTTP, SIP, and RTP do today.[^6]\\n\\n## Why prompt injection is the security test\\n\\nThe most concrete technical argument for standardizing this at the protocol layer is a security one, and it centers on prompt injection.\\n\\nIn a single-agent system, prompt injection means a user crafts input that overrides the agent's instructions. OWASP ranks it as **LLM01 — the number-one risk** in its Top 10 for LLM Applications.[^8] The multi-agent version is structurally worse. A malicious user can craft input for Agent A that is really aimed at Agent B, the agent that A calls next. Because A relays user content to B as part of normal operation, and because B trusts A, the injected instruction can ride the trust relationship straight past A's defenses.[^6] The framework's position is blunt: prompt injection is notoriously difficult to prevent, so the protocol-level answer is not prevention but attribution — mechanisms for logging, diagnosis, and reconstructing which agent did what when an incident happens.[^6]\\n\\nThat is a requirement no purely application-level defense can satisfy, because the attack crosses a boundary between two independently operated systems. It is also the clearest illustration of why \\\"just use MCP and A2A\\\" is not a complete answer: neither was designed to carry incident attribution across an inter-domain agent cascade.\\n\\n## The realistic timeline — and what to watch\\n\\nSet expectations accordingly. The IETF process is deliberately slow: a proposal typically moves from a BoF, to a chartered Working Group, through multiple Internet-Draft revisions and reviews, to a published RFC — a path that commonly takes on the order of two to four years.[^10] Nothing shipped in Vienna this week. What the meeting could produce is a decision to *start*, and that decision then shapes what the RFC pipeline looks like in 2027 and 2028.\\n\\nThe strategic question underneath is whether an open IETF AI agent protocol standard will define inter-domain agent communication, or whether the market-dominant protocols will harden into de facto standards by deployment momentum alone. MCP's 97-million-downloads-a-month adoption is a real gravitational field, and it is entirely possible that the practical baseline gets set by what is already deployed rather than by what the IETF eventually blesses.[^3] The tension between those two outcomes is the story worth following. It is also the same interoperability-versus-lock-in tension that regulators are pressing from a different direction, as we covered in [the EU's push for AI agent interoperability under the DMA](/eu-android-ai-agent-interoperability-dma).\\n\\nFor now, the honest status is: the conversation has arrived at the IETF, the problem statement is well-formed, and the outcome of Thursday's session is a matter of public record on the IETF Datatracker rather than of speculation.\\n\\n## FAQ\\n\\n### Is the IETF standardizing AI agent protocols?\\n\\nNot yet. At IETF 126 in Vienna, the agentproto Birds-of-a-Feather session opened the question of whether the IETF should charter a Working Group to standardize agent-to-agent communication.[^1] A BoF is an exploratory step, not a standard; even if a Working Group is chartered, a published RFC is typically two to four years out.[^10] The authoritative outcome of the session is posted to the IETF Datatracker.\\n\\n### What is the agentproto BoF at IETF 126?\\n\\nAgentproto (Agent Communication Protocols) was a working-group-forming Birds-of-a-Feather session held Thursday, 23 July 2026, at IETF 126 in Vienna. It brought the fragmented landscape of agent protocols — MCP, A2A, ACP, ANP, and others — into the IETF to identify which building blocks genuinely need a standard, building on requirements work by Jonathan Rosenberg and Cullen Jennings.[^1][^6]\\n\\n### How is MCP different from A2A?\\n\\nMCP is a client-server protocol connecting one agent to tools, data, and APIs; A2A is a peer-to-peer protocol letting agents discover each other's capabilities and delegate tasks.[^3][^4] They are complementary rather than competing. What neither fully specifies is cross-domain identity federation and incident attribution when agents from different organizations interact without prior trust.[^6]\\n\\n### What would an IETF RFC add that MCP and A2A don't cover?\\n\\nThe framework behind agentproto argues that a standard is needed for cross-domain agent discovery and identity federation, lifecycle management of multi-hop delegation chains, human confirmation before irreversible actions, and protocol-level attribution for security incidents such as multi-agent prompt injection.[^6] These are inter-organizational guarantees that a single vendor's protocol is not positioned to define on its own.\\n\\n### Why is prompt injection worse in multi-agent systems?\\n\\nBecause it can cascade. A user injects malicious input into Agent A that is aimed at Agent B; A relays it to B as normal operation, and B — trusting A — acts on it, bypassing A's defenses.[^6] OWASP already ranks prompt injection as the top risk for LLM applications; the multi-agent trust relationship adds a new path that application-level filters were not designed to catch.[^8]\\n\\n[^1]: \\\"Birds of a Feather at IETF 126,\\\" IETF Blog, 2 July 2026 (BoF schedule, dates, and agentproto description). https://www.ietf.org/blog/ietf126-bofs/\\n[^2]: \\\"Birds of a Feather (BOF),\\\" IETF process documentation, and \\\"Introduction to the IETF\\\" (rough consensus and running code). https://www.ietf.org/process/bofs/\\n[^3]: \\\"MCP joins the Agentic AI Foundation,\\\" Model Context Protocol Blog, 9 December 2025 (97 million monthly SDK downloads, 10,000 active servers, Linux Foundation donation). https://blog.modelcontextprotocol.io/posts/2025-12-09-mcp-joins-agentic-ai-foundation/\\n[^4]: \\\"Google Cloud donates A2A to Linux Foundation,\\\" Google Developers Blog, 23 June 2025. https://developers.googleblog.com/en/google-cloud-donates-a2a-to-linux-foundation/\\n[^5]: \\\"A year of open collaboration: Celebrating the anniversary of A2A,\\\" Google Open Source Blog, 16 April 2026 (\\\"over 100 technology companies now supporting the project\\\"; A2A announced 9 April 2025, donated 23 June 2025). https://opensource.googleblog.com/2026/04/a-year-of-open-collaboration-celebrating-the-anniversary-of-a2a.html\\n[^6]: \\\"Framework, Use Cases and Requirements for AI Agent Protocols,\\\" draft-rosenberg-aiproto-framework-00, IETF (authors J. Rosenberg / Five9 and C. Jennings / Cisco; §3 requirements — Discovery, Lifecycle Management, Authentication and Authorization, User Confirmation; \\\"Prompt injection attacks are notoriously difficult to prevent\\\"). This individual Internet-Draft is expired and \\\"has no formal standing in the IETF standards process.\\\" Full text: https://www.ietf.org/archive/id/draft-rosenberg-aiproto-framework-00.txt — status: https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/00/\\n[^7]: \\\"Framework, Use Cases and Requirements for AI Agent Protocols,\\\" draft-rosenberg-agentproto-usecases (the current, active revision). https://datatracker.ietf.org/doc/draft-rosenberg-agentproto-usecases/\\n[^8]: \\\"OWASP Top 10 for LLM Applications 2025,\\\" LLM01: Prompt Injection. https://owasp.org/www-project-top-10-for-large-language-model-applications/assets/PDF/OWASP-Top-10-for-LLMs-v2025.pdf\\n[^9]: \\\"The 2026-07-28 MCP Specification Release Candidate,\\\" Model Context Protocol Blog. https://blog.modelcontextprotocol.io/posts/2026-07-28-release-candidate/\\n[^10]: \\\"Competing AI Agent Protocols Face IETF Standards Scrutiny at Vienna Meeting,\\\" Tech Times, 18 July 2026 (BoF-to-RFC timeline framing and framework summary). https://www.techtimes.com/articles/320919/20260718/competing-ai-agent-protocols-face-ietf-standards-scrutiny-vienna-meeting.htm\\n\"])</script><script>self.__next_f.push([1,\"21:T6d06,\"])</script><script>self.__next_f.push([1,\"\\u003cp\\u003e\\u003cstrong\\u003eIn one line:\\u003c/strong\\u003e At IETF 126 in Vienna this week, a Birds-of-a-Feather session called agentproto asked whether the internet's standards body should define how AI agents talk to each other across organizations — the gap that today's dominant protocols, MCP and A2A, leave open.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-1\\\" id=\\\"user-content-fnref-1\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e1\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003e\\u003cstrong\\u003eTL;DR:\\u003c/strong\\u003e For more than a year, vendors shipped competing AI agent protocols — Anthropic's MCP, Google's A2A, and several more — and none of them cleared the one bar that makes a protocol interoperable across organizational boundaries: an IETF RFC. On Thursday, July 23, the agentproto Birds-of-a-Feather (BoF) session at IETF 126 in Vienna brought that question into the Internet Engineering Task Force, with a view toward chartering a Working Group.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-1\\\" id=\\\"user-content-fnref-1-2\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e1\\u003c/a\\u003e\\u003c/sup\\u003e This is not a vote and not a product launch; the IETF works by rough consensus, and any resulting standard is years away.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-2\\\" id=\\\"user-content-fnref-2\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e2\\u003c/a\\u003e\\u003c/sup\\u003e What is genuinely new is that agent-to-agent communication is now being treated as an internet-infrastructure problem, not just a vendor feature.\\u003c/p\\u003e\\n\\u003ch2 id=\\\"what-youll-learn\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#what-youll-learn\\\"\\u003eWhat you'll learn\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cul\\u003e\\n\\u003cli\\u003eWhat happened at the agentproto BoF at IETF 126, and what a \\\"Birds-of-a-Feather\\\" session actually decides\\u003c/li\\u003e\\n\\u003cli\\u003eWhy the IETF works by rough consensus rather than a vote — and why that framing matters here\\u003c/li\\u003e\\n\\u003cli\\u003eHow MCP and A2A differ, and the interoperability gap neither one closes\\u003c/li\\u003e\\n\\u003cli\\u003eThe specific problems the underlying framework draft says still need a standard\\u003c/li\\u003e\\n\\u003cli\\u003eWhy prompt injection is the security test any agent protocol standard has to pass\\u003c/li\\u003e\\n\\u003cli\\u003eThe realistic timeline from a BoF to a published RFC, and what to watch next\\u003c/li\\u003e\\n\\u003c/ul\\u003e\\n\\u003ch2 id=\\\"what-happened-at-the-agentproto-bof\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#what-happened-at-the-agentproto-bof\\\"\\u003eWhat happened at the agentproto BoF\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cp\\u003eThe IETF 126 meeting ran 18–24 July 2026 in Vienna, and among the established Working Group sessions the organization scheduled five Birds-of-a-Feather sessions — early, community-wide discussions about work that might be ready for the IETF to take on.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-1\\\" id=\\\"user-content-fnref-1-3\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e1\\u003c/a\\u003e\\u003c/sup\\u003e Three of the five touched AI agents directly. The one with the highest stakes for anyone building multi-agent systems was \\u003cstrong\\u003eagentproto\\u003c/strong\\u003e (Agent Communication Protocols), held Thursday, 23 July, 09:00–11:00 CEST.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-1\\\" id=\\\"user-content-fnref-1-4\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e1\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003eThe IETF's own framing is precise: the past year produced \\\"a rush of competing, overlapping protocols for connecting AI agents to one another and to the tools they use — Model Context Protocol (MCP), Agent2Agent (A2A), the Agent Communication Protocol (ACP), the Agent Network Protocol (ANP), and more.\\\" The agentproto session, it says, \\\"brings that conversation into the IETF,\\\" building on a well-attended IETF 124 side meeting and on framework and requirements work led by Jonathan Rosenberg and Cullen Jennings, \\\"with a view toward chartering a Working Group to take that work forward.\\\"\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-1\\\" id=\\\"user-content-fnref-1-5\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e1\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003eThat phrase — \\u003cem\\u003echartering a Working Group\\u003c/em\\u003e — is the actual object of the meeting. A BoF is not where a standard gets written. It is where the community decides whether there is enough consensus, energy, and a tight enough scope to justify starting the multi-year process that eventually produces one.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-2\\\" id=\\\"user-content-fnref-2-2\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e2\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003ch2 id=\\\"why-it-is-rough-consensus-not-a-vote\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#why-it-is-rough-consensus-not-a-vote\\\"\\u003eWhy it is rough consensus, not a vote\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cp\\u003eIt is tempting to describe Thursday's session as a vote on an IETF AI agent protocol standard. That is the wrong mental model, and the distinction is not pedantic. The IETF does not decide by counting ballots. It decides by \\\"rough consensus and running code\\\" — a working agreement in the room and on the mailing list, backed by implementations that actually run.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-2\\\" id=\\\"user-content-fnref-2-3\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e2\\u003c/a\\u003e\\u003c/sup\\u003e A BoF that is \\\"working-group-forming,\\\" as agentproto aims to be, succeeds when it demonstrates that a coherent problem and a willing community exist; it can just as easily send the work back to the mailing list if the discussion reveals too much disagreement about scope.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-2\\\" id=\\\"user-content-fnref-2-4\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e2\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003eThis is why an IETF outcome carries weight that a vendor announcement does not. The RFCs that came out of this process define TLS, DNS, and the transport underneath modern web traffic, and they endure precisely because they were not imposed by one company. If the IETF eventually charters an agent-protocol Working Group, it is asserting that \\u003cstrong\\u003ean IETF AI agent protocol standard\\u003c/strong\\u003e belongs in the same category as those foundational specifications — an internet-layer concern rather than a product-layer one. As of this writing, the formal result of Thursday's session — whether a Working Group is chartered — follows that consensus process; session materials and minutes are posted to the IETF Datatracker as they are finalized, and that is the authoritative place to confirm the outcome rather than early press summaries.\\u003c/p\\u003e\\n\\u003ch2 id=\\\"mcp-vs-a2a-two-layers-one-missing-piece\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#mcp-vs-a2a-two-layers-one-missing-piece\\\"\\u003eMCP vs A2A: two layers, one missing piece\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cp\\u003eTo see why the IETF is interested at all, you have to see what the existing protocols do and do not cover. They are not really competitors so much as neighbors solving different halves of the problem.\\u003c/p\\u003e\\n\\u003cp\\u003e\\u003cstrong\\u003eMCP (Model Context Protocol)\\u003c/strong\\u003e is a client-server protocol: an agent reaches out to a tool, database, or API and requests data or an action. Anthropic donated MCP to the Agentic AI Foundation — a directed fund under the Linux Foundation — on 9 December 2025, and by that point the protocol reported \\\"over 97 million monthly SDK downloads, 10,000 active servers,\\\" with first-class client support across ChatGPT, Claude, Cursor, Gemini, Microsoft Copilot, and Visual Studio Code.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-3\\\" id=\\\"user-content-fnref-3\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e3\\u003c/a\\u003e\\u003c/sup\\u003e Its next revision, the 2026-07-28 spec, is the largest since launch and, among other things, realigns authorization with OAuth 2.1; we covered that change in depth in our write-up of \\u003ca href=\\\"/mcp-stateless-protocol-enterprise-authorization\\\"\\u003eMCP's stateless 2026-07-28 spec\\u003c/a\\u003e.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-9\\\" id=\\\"user-content-fnref-9\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e4\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003e\\u003cstrong\\u003eA2A (Agent2Agent)\\u003c/strong\\u003e is a peer-to-peer protocol: two agents discover each other's capabilities and delegate tasks. Google donated A2A to the Linux Foundation on 23 June 2025 at Open Source Summit North America, with Amazon Web Services, Cisco, Microsoft, Salesforce, SAP, and ServiceNow among the founding members; the coalition has since grown to over 100 technology companies.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-4\\\" id=\\\"user-content-fnref-4\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e5\\u003c/a\\u003e\\u003c/sup\\u003e\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-5\\\" id=\\\"user-content-fnref-5\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e6\\u003c/a\\u003e\\u003c/sup\\u003e If you want the hands-on version of how agents advertise capabilities and hand off work, our \\u003ca href=\\\"/a2a-protocol-python-tutorial\\\"\\u003eA2A protocol tutorial\\u003c/a\\u003e walks through it.\\u003c/p\\u003e\\n\\u003cp\\u003eHere is the gap. MCP standardizes the agent-to-tool link. A2A standardizes the agent-to-agent link within a broadly cooperating ecosystem. Neither one fully specifies what happens when an agent in \\u003cem\\u003eyour\\u003c/em\\u003e organization needs to prove to an agent in \\u003cem\\u003esomeone else's\\u003c/em\\u003e organization that it is authorized to act on a user's behalf — and to do so in a way both sides can verify without a prior bilateral integration. That cross-domain, no-prior-trust case is exactly the territory internet standards exist to cover.\\u003c/p\\u003e\\n\\u003ch2 id=\\\"the-problems-the-framework-says-still-need-a-standard\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#the-problems-the-framework-says-still-need-a-standard\\\"\\u003eThe problems the framework says still need a standard\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cp\\u003eThe intellectual basis for agentproto is a framework and requirements document authored by Jonathan Rosenberg, of Five9, and Cullen Jennings, of Cisco.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e Rosenberg's involvement is a signal in itself: he is a lead author of RFC 3261, the Session Initiation Protocol that governs much of the internet's real-time voice and video. One procedural caveat worth stating plainly: an Internet-Draft is a proposal, not a standard. The datatracker attaches an explicit disclaimer that such drafts are \\\"not endorsed by the IETF\\\" and have \\\"no formal standing in the IETF standards process,\\\" and the early framework draft has already been superseded — the current document is \\u003ccode\\u003edraft-rosenberg-agentproto-usecases\\u003c/code\\u003e.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-2\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-7\\\" id=\\\"user-content-fnref-7\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e8\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003eWith that caveat, the framework's argument is that today's protocols leave a short list of hard problems unsolved, and that these are the ones worth standardizing. Its requirements sections map to them directly: discovery (how agents find each other, especially across domains), authentication and authorization (how identity and credentials are federated so one organization's agent can be trusted by another's), lifecycle management (how a chain of delegated agents is managed across the life of a task), and user confirmation (how a human stays in the loop before an action such as booking a flight is committed).\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-3\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e The draft frames agent communication as a new application-layer concern — occupying the same tier of the internet stack as HTTP, SIP, and RTP do today.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-4\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003ch2 id=\\\"why-prompt-injection-is-the-security-test\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#why-prompt-injection-is-the-security-test\\\"\\u003eWhy prompt injection is the security test\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cp\\u003eThe most concrete technical argument for standardizing this at the protocol layer is a security one, and it centers on prompt injection.\\u003c/p\\u003e\\n\\u003cp\\u003eIn a single-agent system, prompt injection means a user crafts input that overrides the agent's instructions. OWASP ranks it as \\u003cstrong\\u003eLLM01 — the number-one risk\\u003c/strong\\u003e in its Top 10 for LLM Applications.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-8\\\" id=\\\"user-content-fnref-8\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e9\\u003c/a\\u003e\\u003c/sup\\u003e The multi-agent version is structurally worse. A malicious user can craft input for Agent A that is really aimed at Agent B, the agent that A calls next. Because A relays user content to B as part of normal operation, and because B trusts A, the injected instruction can ride the trust relationship straight past A's defenses.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-5\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e The framework's position is blunt: prompt injection is notoriously difficult to prevent, so the protocol-level answer is not prevention but attribution — mechanisms for logging, diagnosis, and reconstructing which agent did what when an incident happens.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-6\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003eThat is a requirement no purely application-level defense can satisfy, because the attack crosses a boundary between two independently operated systems. It is also the clearest illustration of why \\\"just use MCP and A2A\\\" is not a complete answer: neither was designed to carry incident attribution across an inter-domain agent cascade.\\u003c/p\\u003e\\n\\u003ch2 id=\\\"the-realistic-timeline--and-what-to-watch\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#the-realistic-timeline--and-what-to-watch\\\"\\u003eThe realistic timeline — and what to watch\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cp\\u003eSet expectations accordingly. The IETF process is deliberately slow: a proposal typically moves from a BoF, to a chartered Working Group, through multiple Internet-Draft revisions and reviews, to a published RFC — a path that commonly takes on the order of two to four years.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-10\\\" id=\\\"user-content-fnref-10\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e10\\u003c/a\\u003e\\u003c/sup\\u003e Nothing shipped in Vienna this week. What the meeting could produce is a decision to \\u003cem\\u003estart\\u003c/em\\u003e, and that decision then shapes what the RFC pipeline looks like in 2027 and 2028.\\u003c/p\\u003e\\n\\u003cp\\u003eThe strategic question underneath is whether an open IETF AI agent protocol standard will define inter-domain agent communication, or whether the market-dominant protocols will harden into de facto standards by deployment momentum alone. MCP's 97-million-downloads-a-month adoption is a real gravitational field, and it is entirely possible that the practical baseline gets set by what is already deployed rather than by what the IETF eventually blesses.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-3\\\" id=\\\"user-content-fnref-3-2\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e3\\u003c/a\\u003e\\u003c/sup\\u003e The tension between those two outcomes is the story worth following. It is also the same interoperability-versus-lock-in tension that regulators are pressing from a different direction, as we covered in \\u003ca href=\\\"/eu-android-ai-agent-interoperability-dma\\\"\\u003ethe EU's push for AI agent interoperability under the DMA\\u003c/a\\u003e.\\u003c/p\\u003e\\n\\u003cp\\u003eFor now, the honest status is: the conversation has arrived at the IETF, the problem statement is well-formed, and the outcome of Thursday's session is a matter of public record on the IETF Datatracker rather than of speculation.\\u003c/p\\u003e\\n\\u003ch2 id=\\\"faq\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#faq\\\"\\u003eFAQ\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003ch3 id=\\\"is-the-ietf-standardizing-ai-agent-protocols\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#is-the-ietf-standardizing-ai-agent-protocols\\\"\\u003eIs the IETF standardizing AI agent protocols?\\u003c/a\\u003e\\u003c/h3\\u003e\\n\\u003cp\\u003eNot yet. At IETF 126 in Vienna, the agentproto Birds-of-a-Feather session opened the question of whether the IETF should charter a Working Group to standardize agent-to-agent communication.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-1\\\" id=\\\"user-content-fnref-1-6\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e1\\u003c/a\\u003e\\u003c/sup\\u003e A BoF is an exploratory step, not a standard; even if a Working Group is chartered, a published RFC is typically two to four years out.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-10\\\" id=\\\"user-content-fnref-10-2\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e10\\u003c/a\\u003e\\u003c/sup\\u003e The authoritative outcome of the session is posted to the IETF Datatracker.\\u003c/p\\u003e\\n\\u003ch3 id=\\\"what-is-the-agentproto-bof-at-ietf-126\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#what-is-the-agentproto-bof-at-ietf-126\\\"\\u003eWhat is the agentproto BoF at IETF 126?\\u003c/a\\u003e\\u003c/h3\\u003e\\n\\u003cp\\u003eAgentproto (Agent Communication Protocols) was a working-group-forming Birds-of-a-Feather session held Thursday, 23 July 2026, at IETF 126 in Vienna. It brought the fragmented landscape of agent protocols — MCP, A2A, ACP, ANP, and others — into the IETF to identify which building blocks genuinely need a standard, building on requirements work by Jonathan Rosenberg and Cullen Jennings.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-1\\\" id=\\\"user-content-fnref-1-7\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e1\\u003c/a\\u003e\\u003c/sup\\u003e\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-7\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003ch3 id=\\\"how-is-mcp-different-from-a2a\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#how-is-mcp-different-from-a2a\\\"\\u003eHow is MCP different from A2A?\\u003c/a\\u003e\\u003c/h3\\u003e\\n\\u003cp\\u003eMCP is a client-server protocol connecting one agent to tools, data, and APIs; A2A is a peer-to-peer protocol letting agents discover each other's capabilities and delegate tasks.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-3\\\" id=\\\"user-content-fnref-3-3\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e3\\u003c/a\\u003e\\u003c/sup\\u003e\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-4\\\" id=\\\"user-content-fnref-4-2\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e5\\u003c/a\\u003e\\u003c/sup\\u003e They are complementary rather than competing. What neither fully specifies is cross-domain identity federation and incident attribution when agents from different organizations interact without prior trust.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-8\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003ch3 id=\\\"what-would-an-ietf-rfc-add-that-mcp-and-a2a-dont-cover\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#what-would-an-ietf-rfc-add-that-mcp-and-a2a-dont-cover\\\"\\u003eWhat would an IETF RFC add that MCP and A2A don't cover?\\u003c/a\\u003e\\u003c/h3\\u003e\\n\\u003cp\\u003eThe framework behind agentproto argues that a standard is needed for cross-domain agent discovery and identity federation, lifecycle management of multi-hop delegation chains, human confirmation before irreversible actions, and protocol-level attribution for security incidents such as multi-agent prompt injection.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-9\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e These are inter-organizational guarantees that a single vendor's protocol is not positioned to define on its own.\\u003c/p\\u003e\\n\\u003ch3 id=\\\"why-is-prompt-injection-worse-in-multi-agent-systems\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#why-is-prompt-injection-worse-in-multi-agent-systems\\\"\\u003eWhy is prompt injection worse in multi-agent systems?\\u003c/a\\u003e\\u003c/h3\\u003e\\n\\u003cp\\u003eBecause it can cascade. A user injects malicious input into Agent A that is aimed at Agent B; A relays it to B as normal operation, and B — trusting A — acts on it, bypassing A's defenses.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-10\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e OWASP already ranks prompt injection as the top risk for LLM applications; the multi-agent trust relationship adds a new path that application-level filters were not designed to catch.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-8\\\" id=\\\"user-content-fnref-8-2\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e9\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003csection data-footnotes=\\\"\\\" class=\\\"footnotes\\\"\\u003e\\u003ch2 class=\\\"sr-only\\\" id=\\\"footnote-label\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#footnote-label\\\"\\u003eFootnotes\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003col\\u003e\\n\\u003cli id=\\\"user-content-fn-1\\\"\\u003e\\n\\u003cp\\u003e\\\"Birds of a Feather at IETF 126,\\\" IETF Blog, 2 July 2026 (BoF schedule, dates, and agentproto description). \\u003ca href=\\\"https://www.ietf.org/blog/ietf126-bofs/\\\"\\u003ehttps://www.ietf.org/blog/ietf126-bofs/\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-1\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 1\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-1-2\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 1-2\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e2\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-1-3\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 1-3\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e3\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-1-4\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 1-4\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e4\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-1-5\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 1-5\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e5\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-1-6\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 1-6\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e6\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-1-7\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 1-7\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e7\\u003c/sup\\u003e\\u003c/a\\u003e\\u003c/p\\u003e\\n\\u003c/li\\u003e\\n\\u003cli id=\\\"user-content-fn-2\\\"\\u003e\\n\\u003cp\\u003e\\\"Birds of a Feather (BOF),\\\" IETF process documentation, and \\\"Introduction to the IETF\\\" (rough consensus and running code). \\u003ca href=\\\"https://www.ietf.org/process/bofs/\\\"\\u003ehttps://www.ietf.org/process/bofs/\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-2\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 2\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-2-2\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 2-2\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e2\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-2-3\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 2-3\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e3\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-2-4\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 2-4\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e4\\u003c/sup\\u003e\\u003c/a\\u003e\\u003c/p\\u003e\\n\\u003c/li\\u003e\\n\\u003cli id=\\\"user-content-fn-3\\\"\\u003e\\n\\u003cp\\u003e\\\"MCP joins the Agentic AI Foundation,\\\" Model Context Protocol Blog, 9 December 2025 (97 million monthly SDK downloads, 10,000 active servers, Linux Foundation donation). \\u003ca href=\\\"https://blog.modelcontextprotocol.io/posts/2025-12-09-mcp-joins-agentic-ai-foundation/\\\"\\u003ehttps://blog.modelcontextprotocol.io/posts/2025-12-09-mcp-joins-agentic-ai-foundation/\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-3\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 3\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-3-2\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 3-2\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e2\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-3-3\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 3-3\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e3\\u003c/sup\\u003e\\u003c/a\\u003e\\u003c/p\\u003e\\n\\u003c/li\\u003e\\n\\u003cli id=\\\"user-content-fn-9\\\"\\u003e\\n\\u003cp\\u003e\\\"The 2026-07-28 MCP Specification Release Candidate,\\\" Model Context Protocol Blog. \\u003ca href=\\\"https://blog.modelcontextprotocol.io/posts/2026-07-28-release-candidate/\\\"\\u003ehttps://blog.modelcontextprotocol.io/posts/2026-07-28-release-candidate/\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-9\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 4\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003c/a\\u003e\\u003c/p\\u003e\\n\\u003c/li\\u003e\\n\\u003cli id=\\\"user-content-fn-4\\\"\\u003e\\n\\u003cp\\u003e\\\"Google Cloud donates A2A to Linux Foundation,\\\" Google Developers Blog, 23 June 2025. \\u003ca href=\\\"https://developers.googleblog.com/en/google-cloud-donates-a2a-to-linux-foundation/\\\"\\u003ehttps://developers.googleblog.com/en/google-cloud-donates-a2a-to-linux-foundation/\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-4\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 5\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-4-2\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 5-2\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e2\\u003c/sup\\u003e\\u003c/a\\u003e\\u003c/p\\u003e\\n\\u003c/li\\u003e\\n\\u003cli id=\\\"user-content-fn-5\\\"\\u003e\\n\\u003cp\\u003e\\\"A year of open collaboration: Celebrating the anniversary of A2A,\\\" Google Open Source Blog, 16 April 2026 (\\\"over 100 technology companies now supporting the project\\\"; A2A announced 9 April 2025, donated 23 June 2025). \\u003ca href=\\\"https://opensource.googleblog.com/2026/04/a-year-of-open-collaboration-celebrating-the-anniversary-of-a2a.html\\\"\\u003ehttps://opensource.googleblog.com/2026/04/a-year-of-open-collaboration-celebrating-the-anniversary-of-a2a.html\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-5\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 6\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003c/a\\u003e\\u003c/p\\u003e\\n\\u003c/li\\u003e\\n\\u003cli id=\\\"user-content-fn-6\\\"\\u003e\\n\\u003cp\\u003e\\\"Framework, Use Cases and Requirements for AI Agent Protocols,\\\" draft-rosenberg-aiproto-framework-00, IETF (authors J. Rosenberg / Five9 and C. Jennings / Cisco; §3 requirements — Discovery, Lifecycle Management, Authentication and Authorization, User Confirmation; \\\"Prompt injection attacks are notoriously difficult to prevent\\\"). This individual Internet-Draft is expired and \\\"has no formal standing in the IETF standards process.\\\" Full text: \\u003ca href=\\\"https://www.ietf.org/archive/id/draft-rosenberg-aiproto-framework-00.txt\\\"\\u003ehttps://www.ietf.org/archive/id/draft-rosenberg-aiproto-framework-00.txt\\u003c/a\\u003e — status: \\u003ca href=\\\"https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/00/\\\"\\u003ehttps://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/00/\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-6\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 7\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-6-2\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 7-2\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e2\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-6-3\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 7-3\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e3\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-6-4\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 7-4\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e4\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-6-5\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 7-5\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e5\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-6-6\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 7-6\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e6\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-6-7\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 7-7\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e7\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-6-8\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 7-8\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e8\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-6-9\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 7-9\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e9\\u003c/sup\\u003e\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-6-10\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 7-10\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e10\\u003c/sup\\u003e\\u003c/a\\u003e\\u003c/p\\u003e\\n\\u003c/li\\u003e\\n\\u003cli id=\\\"user-content-fn-7\\\"\\u003e\\n\\u003cp\\u003e\\\"Framework, Use Cases and Requirements for AI Agent Protocols,\\\" draft-rosenberg-agentproto-usecases (the current, active revision). \\u003ca href=\\\"https://datatracker.ietf.org/doc/draft-rosenberg-agentproto-usecases/\\\"\\u003ehttps://datatracker.ietf.org/doc/draft-rosenberg-agentproto-usecases/\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-7\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 8\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003c/a\\u003e\\u003c/p\\u003e\\n\\u003c/li\\u003e\\n\\u003cli id=\\\"user-content-fn-8\\\"\\u003e\\n\\u003cp\\u003e\\\"OWASP Top 10 for LLM Applications 2025,\\\" LLM01: Prompt Injection. \\u003ca href=\\\"https://owasp.org/www-project-top-10-for-large-language-model-applications/assets/PDF/OWASP-Top-10-for-LLMs-v2025.pdf\\\"\\u003ehttps://owasp.org/www-project-top-10-for-large-language-model-applications/assets/PDF/OWASP-Top-10-for-LLMs-v2025.pdf\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-8\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 9\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-8-2\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 9-2\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e2\\u003c/sup\\u003e\\u003c/a\\u003e\\u003c/p\\u003e\\n\\u003c/li\\u003e\\n\\u003cli id=\\\"user-content-fn-10\\\"\\u003e\\n\\u003cp\\u003e\\\"Competing AI Agent Protocols Face IETF Standards Scrutiny at Vienna Meeting,\\\" Tech Times, 18 July 2026 (BoF-to-RFC timeline framing and framework summary). \\u003ca href=\\\"https://www.techtimes.com/articles/320919/20260718/competing-ai-agent-protocols-face-ietf-standards-scrutiny-vienna-meeting.htm\\\"\\u003ehttps://www.techtimes.com/articles/320919/20260718/competing-ai-agent-protocols-face-ietf-standards-scrutiny-vienna-meeting.htm\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-10\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 10\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003c/a\\u003e \\u003ca href=\\\"#user-content-fnref-10-2\\\" data-footnote-backref=\\\"\\\" aria-label=\\\"Back to reference 10-2\\\" class=\\\"data-footnote-backref\\\"\\u003e↩\\u003csup\\u003e2\\u003c/sup\\u003e\\u003c/a\\u003e\\u003c/p\\u003e\\n\\u003c/li\\u003e\\n\\u003c/ol\\u003e\\n\\u003c/section\\u003e\"])</script><script>self.__next_f.push([1,\"22:T3adb,\"])</script><script>self.__next_f.push([1,\"\\u003chtml\\u003e\\u003chead\\u003e\\u003c/head\\u003e\\u003cbody\\u003e\\u003cp\\u003e\\u003cstrong\\u003eIn one line:\\u003c/strong\\u003e At IETF 126 in Vienna this week, a Birds-of-a-Feather session called agentproto asked whether the internet's standards body should define how AI agents talk to each other across organizations — the gap that today's dominant protocols, MCP and A2A, leave open.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-1\\\" id=\\\"user-content-fnref-1\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e1\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003e\\u003cstrong\\u003eTL;DR:\\u003c/strong\\u003e For more than a year, vendors shipped competing AI agent protocols — Anthropic's MCP, Google's A2A, and several more — and none of them cleared the one bar that makes a protocol interoperable across organizational boundaries: an IETF RFC. On Thursday, July 23, the agentproto Birds-of-a-Feather (BoF) session at IETF 126 in Vienna brought that question into the Internet Engineering Task Force, with a view toward chartering a Working Group.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-1\\\" id=\\\"user-content-fnref-1-2\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e1\\u003c/a\\u003e\\u003c/sup\\u003e This is not a vote and not a product launch; the IETF works by rough consensus, and any resulting standard is years away.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-2\\\" id=\\\"user-content-fnref-2\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e2\\u003c/a\\u003e\\u003c/sup\\u003e What is genuinely new is that agent-to-agent communication is now being treated as an internet-infrastructure problem, not just a vendor feature.\\u003c/p\\u003e\\n\\u003ch2 id=\\\"what-youll-learn\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#what-youll-learn\\\"\\u003eWhat you'll learn\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cul\\u003e\\n\\u003cli\\u003eWhat happened at the agentproto BoF at IETF 126, and what a \\\"Birds-of-a-Feather\\\" session actually decides\\u003c/li\\u003e\\n\\u003cli\\u003eWhy the IETF works by rough consensus rather than a vote — and why that framing matters here\\u003c/li\\u003e\\n\\u003cli\\u003eHow MCP and A2A differ, and the interoperability gap neither one closes\\u003c/li\\u003e\\n\\u003cli\\u003eThe specific problems the underlying framework draft says still need a standard\\u003c/li\\u003e\\n\\u003cli\\u003eWhy prompt injection is the security test any agent protocol standard has to pass\\u003c/li\\u003e\\n\\u003cli\\u003eThe realistic timeline from a BoF to a published RFC, and what to watch next\\u003c/li\\u003e\\n\\u003c/ul\\u003e\\n\\u003ch2 id=\\\"what-happened-at-the-agentproto-bof\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#what-happened-at-the-agentproto-bof\\\"\\u003eWhat happened at the agentproto BoF\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cp\\u003eThe IETF 126 meeting ran 18–24 July 2026 in Vienna, and among the established Working Group sessions the organization scheduled five Birds-of-a-Feather sessions — early, community-wide discussions about work that might be ready for the IETF to take on.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-1\\\" id=\\\"user-content-fnref-1-3\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e1\\u003c/a\\u003e\\u003c/sup\\u003e Three of the five touched AI agents directly. The one with the highest stakes for anyone building multi-agent systems was \\u003cstrong\\u003eagentproto\\u003c/strong\\u003e (Agent Communication Protocols), held Thursday, 23 July, 09:00–11:00 CEST.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-1\\\" id=\\\"user-content-fnref-1-4\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e1\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003eThe IETF's own framing is precise: the past year produced \\\"a rush of competing, overlapping protocols for connecting AI agents to one another and to the tools they use — Model Context Protocol (MCP), Agent2Agent (A2A), the Agent Communication Protocol (ACP), the Agent Network Protocol (ANP), and more.\\\" The agentproto session, it says, \\\"brings that conversation into the IETF,\\\" building on a well-attended IETF 124 side meeting and on framework and requirements work led by Jonathan Rosenberg and Cullen Jennings, \\\"with a view toward chartering a Working Group to take that work forward.\\\"\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-1\\\" id=\\\"user-content-fnref-1-5\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e1\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003eThat phrase — \\u003cem\\u003echartering a Working Group\\u003c/em\\u003e — is the actual object of the meeting. A BoF is not where a standard gets written. It is where the community decides whether there is enough consensus, energy, and a tight enough scope to justify starting the multi-year process that eventually produces one.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-2\\\" id=\\\"user-content-fnref-2-2\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e2\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003ch2 id=\\\"why-it-is-rough-consensus-not-a-vote\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#why-it-is-rough-consensus-not-a-vote\\\"\\u003eWhy it is rough consensus, not a vote\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cp\\u003eIt is tempting to describe Thursday's session as a vote on an IETF AI agent protocol standard. That is the wrong mental model, and the distinction is not pedantic. The IETF does not decide by counting ballots. It decides by \\\"rough consensus and running code\\\" — a working agreement in the room and on the mailing list, backed by implementations that actually run.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-2\\\" id=\\\"user-content-fnref-2-3\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e2\\u003c/a\\u003e\\u003c/sup\\u003e A BoF that is \\\"working-group-forming,\\\" as agentproto aims to be, succeeds when it demonstrates that a coherent problem and a willing community exist; it can just as easily send the work back to the mailing list if the discussion reveals too much disagreement about scope.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-2\\\" id=\\\"user-content-fnref-2-4\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e2\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003eThis is why an IETF outcome carries weight that a vendor announcement does not. The RFCs that came out of this process define TLS, DNS, and the transport underneath modern web traffic, and they endure precisely because they were not imposed by one company. If the IETF eventually charters an agent-protocol Working Group, it is asserting that \\u003cstrong\\u003ean IETF AI agent protocol standard\\u003c/strong\\u003e belongs in the same category as those foundational specifications — an internet-layer concern rather than a product-layer one. As of this writing, the formal result of Thursday's session — whether a Working Group is chartered — follows that consensus process; session materials and minutes are posted to the IETF Datatracker as they are finalized, and that is the authoritative place to confirm the outcome rather than early press summaries.\\u003c/p\\u003e\\n\\u003ch2 id=\\\"mcp-vs-a2a-two-layers-one-missing-piece\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#mcp-vs-a2a-two-layers-one-missing-piece\\\"\\u003eMCP vs A2A: two layers, one missing piece\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cp\\u003eTo see why the IETF is interested at all, you have to see what the existing protocols do and do not cover. They are not really competitors so much as neighbors solving different halves of the problem.\\u003c/p\\u003e\\n\\u003cp\\u003e\\u003cstrong\\u003eMCP (Model Context Protocol)\\u003c/strong\\u003e is a client-server protocol: an agent reaches out to a tool, database, or API and requests data or an action. Anthropic donated MCP to the Agentic AI Foundation — a directed fund under the Linux Foundation — on 9 December 2025, and by that point the protocol reported \\\"over 97 million monthly SDK downloads, 10,000 active servers,\\\" with first-class client support across ChatGPT, Claude, Cursor, Gemini, Microsoft Copilot, and Visual Studio Code.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-3\\\" id=\\\"user-content-fnref-3\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e3\\u003c/a\\u003e\\u003c/sup\\u003e Its next revision, the 2026-07-28 spec, is the largest since launch and, among other things, realigns authorization with OAuth 2.1; we covered that change in depth in our write-up of \\u003ca href=\\\"/mcp-stateless-protocol-enterprise-authorization\\\"\\u003eMCP's stateless 2026-07-28 spec\\u003c/a\\u003e.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-9\\\" id=\\\"user-content-fnref-9\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e4\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003e\\u003cstrong\\u003eA2A (Agent2Agent)\\u003c/strong\\u003e is a peer-to-peer protocol: two agents discover each other's capabilities and delegate tasks. Google donated A2A to the Linux Foundation on 23 June 2025 at Open Source Summit North America, with Amazon Web Services, Cisco, Microsoft, Salesforce, SAP, and ServiceNow among the founding members; the coalition has since grown to over 100 technology companies.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-4\\\" id=\\\"user-content-fnref-4\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e5\\u003c/a\\u003e\\u003c/sup\\u003e\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-5\\\" id=\\\"user-content-fnref-5\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e6\\u003c/a\\u003e\\u003c/sup\\u003e If you want the hands-on version of how agents advertise capabilities and hand off work, our \\u003ca href=\\\"/a2a-protocol-python-tutorial\\\"\\u003eA2A protocol tutorial\\u003c/a\\u003e walks through it.\\u003c/p\\u003e\\n\\u003cdiv data-ad-placement=\\\"post-in-article-mid\\\" class=\\\"not-prose my-8\\\"\\u003e\\u003c/div\\u003e\\n\\n\\u003cp\\u003eHere is the gap. MCP standardizes the agent-to-tool link. A2A standardizes the agent-to-agent link within a broadly cooperating ecosystem. Neither one fully specifies what happens when an agent in \\u003cem\\u003eyour\\u003c/em\\u003e organization needs to prove to an agent in \\u003cem\\u003esomeone else's\\u003c/em\\u003e organization that it is authorized to act on a user's behalf — and to do so in a way both sides can verify without a prior bilateral integration. That cross-domain, no-prior-trust case is exactly the territory internet standards exist to cover.\\u003c/p\\u003e\\n\\u003ch2 id=\\\"the-problems-the-framework-says-still-need-a-standard\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#the-problems-the-framework-says-still-need-a-standard\\\"\\u003eThe problems the framework says still need a standard\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cp\\u003eThe intellectual basis for agentproto is a framework and requirements document authored by Jonathan Rosenberg, of Five9, and Cullen Jennings, of Cisco.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e Rosenberg's involvement is a signal in itself: he is a lead author of RFC 3261, the Session Initiation Protocol that governs much of the internet's real-time voice and video. One procedural caveat worth stating plainly: an Internet-Draft is a proposal, not a standard. The datatracker attaches an explicit disclaimer that such drafts are \\\"not endorsed by the IETF\\\" and have \\\"no formal standing in the IETF standards process,\\\" and the early framework draft has already been superseded — the current document is \\u003ccode\\u003edraft-rosenberg-agentproto-usecases\\u003c/code\\u003e.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-2\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-7\\\" id=\\\"user-content-fnref-7\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e8\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003eWith that caveat, the framework's argument is that today's protocols leave a short list of hard problems unsolved, and that these are the ones worth standardizing. Its requirements sections map to them directly: discovery (how agents find each other, especially across domains), authentication and authorization (how identity and credentials are federated so one organization's agent can be trusted by another's), lifecycle management (how a chain of delegated agents is managed across the life of a task), and user confirmation (how a human stays in the loop before an action such as booking a flight is committed).\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-3\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e The draft frames agent communication as a new application-layer concern — occupying the same tier of the internet stack as HTTP, SIP, and RTP do today.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-4\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003ch2 id=\\\"why-prompt-injection-is-the-security-test\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#why-prompt-injection-is-the-security-test\\\"\\u003eWhy prompt injection is the security test\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cp\\u003eThe most concrete technical argument for standardizing this at the protocol layer is a security one, and it centers on prompt injection.\\u003c/p\\u003e\\n\\u003cp\\u003eIn a single-agent system, prompt injection means a user crafts input that overrides the agent's instructions. OWASP ranks it as \\u003cstrong\\u003eLLM01 — the number-one risk\\u003c/strong\\u003e in its Top 10 for LLM Applications.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-8\\\" id=\\\"user-content-fnref-8\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e9\\u003c/a\\u003e\\u003c/sup\\u003e The multi-agent version is structurally worse. A malicious user can craft input for Agent A that is really aimed at Agent B, the agent that A calls next. Because A relays user content to B as part of normal operation, and because B trusts A, the injected instruction can ride the trust relationship straight past A's defenses.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-5\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e The framework's position is blunt: prompt injection is notoriously difficult to prevent, so the protocol-level answer is not prevention but attribution — mechanisms for logging, diagnosis, and reconstructing which agent did what when an incident happens.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-6\\\" id=\\\"user-content-fnref-6-6\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e7\\u003c/a\\u003e\\u003c/sup\\u003e\\u003c/p\\u003e\\n\\u003cp\\u003eThat is a requirement no purely application-level defense can satisfy, because the attack crosses a boundary between two independently operated systems. It is also the clearest illustration of why \\\"just use MCP and A2A\\\" is not a complete answer: neither was designed to carry incident attribution across an inter-domain agent cascade.\\u003c/p\\u003e\\n\\u003ch2 id=\\\"the-realistic-timeline--and-what-to-watch\\\"\\u003e\\u003ca class=\\\"anchor\\\" href=\\\"#the-realistic-timeline--and-what-to-watch\\\"\\u003eThe realistic timeline — and what to watch\\u003c/a\\u003e\\u003c/h2\\u003e\\n\\u003cp\\u003eSet expectations accordingly. The IETF process is deliberately slow: a proposal typically moves from a BoF, to a chartered Working Group, through multiple Internet-Draft revisions and reviews, to a published RFC — a path that commonly takes on the order of two to four years.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-10\\\" id=\\\"user-content-fnref-10\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e10\\u003c/a\\u003e\\u003c/sup\\u003e Nothing shipped in Vienna this week. What the meeting could produce is a decision to \\u003cem\\u003estart\\u003c/em\\u003e, and that decision then shapes what the RFC pipeline looks like in 2027 and 2028.\\u003c/p\\u003e\\n\\u003cp\\u003eThe strategic question underneath is whether an open IETF AI agent protocol standard will define inter-domain agent communication, or whether the market-dominant protocols will harden into de facto standards by deployment momentum alone. MCP's 97-million-downloads-a-month adoption is a real gravitational field, and it is entirely possible that the practical baseline gets set by what is already deployed rather than by what the IETF eventually blesses.\\u003csup\\u003e\\u003ca href=\\\"#user-content-fn-3\\\" id=\\\"user-content-fnref-3-2\\\" data-footnote-ref=\\\"\\\" aria-describedby=\\\"footnote-label\\\"\\u003e3\\u003c/a\\u003e\\u003c/sup\\u003e The tension between those two outcomes is the story worth following. It is also the same interoperability-versus-lock-in tension that regulators are pressing from a different direction, as we covered in \\u003ca href=\\\"/eu-android-ai-agent-interoperability-dma\\\"\\u003ethe EU's push for AI agent interoperability under the DMA\\u003c/a\\u003e.\\u003c/p\\u003e\\n\\u003cp\\u003eFor now, the honest status is: the conversation has arrived at the IETF, the problem statement is well-formed, and the outcome of Thursday's session is a matter of public record on the IETF Datatracker rather than of speculation.\\u003c/p\\u003e\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\u003c/body\\u003e\\u003c/html\\u003e\"])</script><script>self.__next_f.push([1,\"23:Tbf3,\"])</script><script>self.__next_f.push([1,\"Because it can cascade. A user injects malicious input into Agent A that is aimed at Agent B; A relays it to B as normal operation, and B — trusting A — acts on it, bypassing A's defenses.7 OWASP already ranks prompt injection as the top risk for LLM applications; the multi-agent trust relationship adds a new path that application-level filters were not designed to catch.9 Footnotes\\n\\n\\n\\\"Birds of a Feather at IETF 126,\\\" IETF Blog, 2 July 2026 (BoF schedule, dates, and agentproto description). https://www.ietf.org/blog/ietf126-bofs/ ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7\\n\\n\\n\\\"Birds of a Feather (BOF),\\\" IETF process documentation, and \\\"Introduction to the IETF\\\" (rough consensus and running code). https://www.ietf.org/process/bofs/ ↩ ↩2 ↩3 ↩4\\n\\n\\n\\\"MCP joins the Agentic AI Foundation,\\\" Model Context Protocol Blog, 9 December 2025 (97 million monthly SDK downloads, 10,000 active servers, Linux Foundation donation). https://blog.modelcontextprotocol.io/posts/2025-12-09-mcp-joins-agentic-ai-foundation/ ↩ ↩2 ↩3\\n\\n\\n\\\"The 2026-07-28 MCP Specification Release Candidate,\\\" Model Context Protocol Blog. https://blog.modelcontextprotocol.io/posts/2026-07-28-release-candidate/ ↩\\n\\n\\n\\\"Google Cloud donates A2A to Linux Foundation,\\\" Google Developers Blog, 23 June 2025. https://developers.googleblog.com/en/google-cloud-donates-a2a-to-linux-foundation/ ↩ ↩2\\n\\n\\n\\\"A year of open collaboration: Celebrating the anniversary of A2A,\\\" Google Open Source Blog, 16 April 2026 (\\\"over 100 technology companies now supporting the project\\\"; A2A announced 9 April 2025, donated 23 June 2025). https://opensource.googleblog.com/2026/04/a-year-of-open-collaboration-celebrating-the-anniversary-of-a2a.html ↩\\n\\n\\n\\\"Framework, Use Cases and Requirements for AI Agent Protocols,\\\" draft-rosenberg-aiproto-framework-00, IETF (authors J. Rosenberg / Five9 and C. Jennings / Cisco; §3 requirements — Discovery, Lifecycle Management, Authentication and Authorization, User Confirmation; \\\"Prompt injection attacks are notoriously difficult to prevent\\\"). This individual Internet-Draft is expired and \\\"has no formal standing in the IETF standards process.\\\" Full text: https://www.ietf.org/archive/id/draft-rosenberg-aiproto-framework-00.txt — status: https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/00/ ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7 ↩8 ↩9 ↩10\\n\\n\\n\\\"Framework, Use Cases and Requirements for AI Agent Protocols,\\\" draft-rosenberg-agentproto-usecases (the current, active revision). https://datatracker.ietf.org/doc/draft-rosenberg-agentproto-usecases/ ↩\\n\\n\\n\\\"OWASP Top 10 for LLM Applications 2025,\\\" LLM01: Prompt Injection. https://owasp.org/www-project-top-10-for-large-language-model-applications/assets/PDF/OWASP-Top-10-for-LLMs-v2025.pdf ↩ ↩2\\n\\n\\n\\\"Competing AI Agent Protocols Face IETF Standards Scrutiny at Vienna Meeting,\\\" Tech Times, 18 July 2026 (BoF-to-RFC timeline framing and framework summary). https://www.techtimes.com/articles/320919/20260718/competing-ai-agent-protocols-face-ietf-standards-scrutiny-vienna-meeting.htm ↩ ↩2\"])</script><script>self.__next_f.push([1,\"25:T520e,\"])</script><script>self.__next_f.push([1,\"\\n## TL;DR\\n\\nOn April 28, 2026 Anthropic launched **Claude for Creative Work** — a coordinated release of nine creative-tool connectors, with the **Adobe for creativity** connector as the marquee partnership.[^1][^2][^3] The Adobe connector exposes **50+ pro-grade tools** across Photoshop, Lightroom, Illustrator, Firefly, Premiere, Express, InDesign, and Adobe Stock to Claude through the Model Context Protocol (MCP), letting users describe a creative outcome in chat and have Claude orchestrate the multi-step workflow across Adobe apps.[^2][^4]\\n\\nThe other eight connectors that shipped the same day cover Blender, Ableton Live, Autodesk Fusion, Splice, SketchUp, Affinity by Canva, and Resolume's Arena and Wire — turning Claude into an orchestration layer over the 2D, 3D, audio, and live-visual stacks creative pros already pay for.[^1][^5] Anthropic also launched programs with **RISD, Ringling College of Art and Design, and Goldsmiths, University of London** to put the connectors in front of art-school students and faculty.[^1][^6]\\n\\nFor Adobe, the release lands the day after the Firefly AI Assistant entered public beta on April 27, 2026 — back-to-back agentic-AI launches from Adobe in two weeks. For Anthropic, it is the most coordinated push yet to put Claude inside the daily software of professional creatives rather than asking them to come to claude.ai.[^7]\\n\\n## What You'll Learn\\n\\nBy the end of this article you will understand:\\n\\n- What the Adobe for creativity connector actually does and how it works under MCP\\n- The full list of nine creative connectors that shipped together\\n- How the connector's free, Adobe-account, and Claude-plan tiers stack\\n- How Anthropic's strategy compares with Adobe's own Firefly AI Assistant\\n- Why \\\"Claude orchestrating Photoshop\\\" is a different bet from \\\"Claude generating images\\\"\\n- What Claude Design — Anthropic's same-day Canva-exporting design product — adds to the picture\\n- What this means for image-generation incumbents like OpenAI and Midjourney\\n\\n---\\n\\n## What Adobe and Anthropic Actually Shipped\\n\\nOn April 28, 2026, Adobe and Anthropic jointly launched the **Adobe for creativity** connector inside Claude. Adobe published the announcement on its corporate blog the same day; Anthropic packaged the partnership inside a broader \\\"Claude for Creative Work\\\" launch covering nine connectors and three educational programs.[^1][^2]\\n\\nThe mechanic is straightforward. A user signs into Claude on the web, desktop, or mobile, opens the Connectors panel under Customize, finds **Adobe for creativity** in the directory, and installs it. Once enabled in a conversation, Claude can call any of the connector's exposed tools — read a Photoshop layer, generate a Firefly image, trim a Premiere clip, render an InDesign page — by emitting an [MCP tool call](/mcp-servers-explained-claudes-new-ai-backbone-for-real-automation). The user types a goal; Claude decides which Adobe tools to call, in what order, and with what parameters.[^2][^3][^4]\\n\\nThe set of exposed tools spans **eight Creative Cloud surfaces**:[^2][^3]\\n\\n| Adobe surface | Sample capability through the connector |\\n|---|---|\\n| Photoshop | Open files, read and edit layers, apply masks, run automated retouching |\\n| Illustrator | Vector edits, asset generation, format conversion |\\n| Lightroom | Photo organisation, presets, batch adjustments |\\n| Premiere | Clip operations and video formatting |\\n| Firefly | Generative image creation with Adobe's licensed-content models |\\n| Express | Quick template-driven design |\\n| InDesign | Page layout operations |\\n| Adobe Stock | Asset search and licensing |\\n\\nTotal tool count published by both vendors: **50+ pro-grade tools** behind the connector.[^2][^4] It is the same tool surface Adobe will eventually expose through its own [Firefly AI Assistant](https://blog.adobe.com/en/publish/2026/04/27/firefly-ai-assistant-public-beta), but with Claude — not Adobe's first-party agent — as the controller.\\n\\n## The Nine Connectors That Shipped Together\\n\\nAdobe got the headline, but eight other creative tools went live on April 28, 2026 alongside it. The full list:[^1][^5][^8]\\n\\n| Connector | What Claude can do with it |\\n|---|---|\\n| **Adobe for creativity** | Orchestrate 50+ Creative Cloud tools across Photoshop, Lightroom, Illustrator, Firefly, Premiere, Express, InDesign, and Stock |\\n| **Blender** | Natural-language interface to Blender's Python API; analyse scenes, batch-edit objects, add custom tools to the Blender UI |\\n| **Autodesk Fusion** | Create and modify 3D CAD models through conversation (requires a Fusion subscription) |\\n| **Ableton Live** | Grounded Q\\u0026A against the official Live and Push documentation |\\n| **Splice** | Search Splice's royalty-free sample catalogue from inside Claude |\\n| **SketchUp** | Use a chat session as the starting point for a 3D model, then open it in SketchUp for refinement |\\n| **Affinity by Canva** | Automate batch image adjustments, layer renaming, and file export across Affinity's unified Pixel, Vector, and Layout studios |\\n| **Resolume Arena** | Real-time natural-language control of live visuals for performance and AV production |\\n| **Resolume Wire** | Real-time natural-language control of Wire's node-based patches and effects, alongside Arena and Avenue |\\n\\nThat covers raster graphics (Adobe, Affinity), vector design (Adobe, Affinity), photo editing (Adobe, Affinity), 3D modelling (Blender, SketchUp, Autodesk Fusion), motion design (Adobe Premiere), audio production (Ableton, Splice), and live performance visuals (Resolume's pair) — essentially the bulk of the modern creative pro's toolchain in a single coordinated release.\\n\\nAnthropic also made a financial contribution to support continued work on Blender's Python API, which is what makes the Blender connector possible.[^1] Anthropic's contribution was initially structured as Blender Development Fund patronage, but Blender elected to receive it as a one-time donation instead — Anthropic's own announcement was updated on May 1, 2026 to reflect that change.[^1] And because the Blender integration is built on the open MCP protocol rather than as a Claude-exclusive plugin, it works with any other LLM that speaks MCP — a deliberate signal that Anthropic is prioritising ecosystem compatibility over lock-in.[^1]\\n\\n## Claude Design: The Other Product That Launched the Same Day\\n\\nLess covered, but bundled into the same April 28 announcement, is **Claude Design** — a new product from Anthropic Labs aimed at exploring ideas for software experiences. Claude Design lets users visualise options, iterate on them based on feedback, and **export the results to other tools, starting with Canva.**[^1]\\n\\nClaude Design is not a connector — it is a first-party Anthropic surface, in the same family as the Claude Code CLI. Its launch alongside the nine creative connectors makes the broader strategy clearer: Anthropic is building both an *orchestrator* over creative software (the connectors) and a *destination* for early-stage creative ideation (Claude Design), with Canva as the first export target on the destination side. That is a different bet from purely \\\"be the agent that runs Photoshop.\\\"\\n\\n## How the Free vs. Paid Tiers Actually Work\\n\\nThis is the part most coverage gets slightly wrong, because there are **two stacked subscriptions** in play — your Claude plan and your Adobe plan — and they interact in a non-obvious way.[^4][^9][^10]\\n\\n| What you have | What you get from the Adobe connector |\\n|---|---|\\n| Free Claude plan, no Adobe account (\\\"guest mode\\\") | About 40 free tools and two pre-built skills (**Retouch Portraits**, **Batch Edit Photos**) directly in chat |\\n| Free Claude plan + free Adobe ID | All six published skills, higher usage limits, work that persists across sessions |\\n| Free Claude plan + paid Creative Cloud | Same as above plus Creative Cloud storage and access to your existing assets |\\n| Paid Claude plan (Pro / Max / Team / Enterprise) + any Adobe state | Same connector behaviour as above; the Claude plan unlocks plugins generally and lifts Claude's own usage limits |\\n\\nA few things follow from that structure:\\n\\n- **The connector is genuinely usable for free.** You do not need a Creative Cloud subscription to invoke ~40 of the connector's tools and run two end-to-end skills. The free tier is more useful than the typical \\\"demo mode\\\" framing suggests.\\n- **An Adobe ID — even a free one — unlocks more.** Six skills, higher limits, persistent work. This is Adobe's hook to get Claude users into its identity stack.\\n- **A paid Creative Cloud account isn't strictly required to use the connector**, but it is required to read or write the assets in your Creative Cloud library and to use any feature that calls a paid Adobe service (e.g., generating high-resolution Firefly outputs at scale).\\n- **A paid Claude plan isn't required for connectors specifically**, but is required for Claude Plugins generally (Pro, Max, Team, or Enterprise) — and the Adobe connector itself is invoked the same way as any other directory connector.\\n\\nThe friction graph for a brand-new user: **install in 30 seconds on a free Claude account → get ~40 free Adobe tools immediately**. That is dramatically less friction than installing Photoshop on a desktop.\\n\\n## How Each Specialised Connector Differs\\n\\nThe connectors are not all identical wrappers around a backend. Three different patterns showed up in the launch documentation:[^1][^5][^8]\\n\\n- **Tool wrappers** — Adobe for creativity, Affinity by Canva, Resolume Arena, Resolume Wire. Each tool the host app exposes becomes an MCP tool Claude can call. Claude does the orchestration; the host app does the work.\\n- **API bridges** — Blender's connector exposes Blender's Python API to Claude as a natural-language layer. Claude can write and run Python in your Blender session, which is much more open-ended than a fixed tool list.\\n- **Documentation-grounded chat** — Ableton Live's connector grounds Claude's answers in official Live and Push documentation rather than letting Claude actually drive the DAW. Useful for \\\"how do I sidechain compress in Live?\\\" not for \\\"produce me a track.\\\"\\n\\nThe split matters because it tells you what each tool's parent company was willing to expose. Blender (open source, owned by the Blender Foundation) gave Claude a Python API — the maximum surface. Adobe (publicly traded, with a large licensed-content liability) gave Claude a curated set of 50+ tools and a permission gate. Ableton (privately held, smaller engineering team) shipped a documentation grounder. The technical surface is partly a strategy signal.\\n\\n## Adobe + Claude vs. Adobe Firefly AI Assistant\\n\\nAdobe's own Firefly AI Assistant entered public beta on **April 27, 2026** — exactly one day before the Claude connector launched.[^7] The two products solve overlapping problems:\\n\\n| Capability | Firefly AI Assistant | Adobe for creativity (Claude) |\\n|---|---|---|\\n| Where you live | Adobe's Firefly app and Creative Cloud surfaces | Claude (web, desktop, mobile, Cowork) |\\n| Underlying agent | Adobe's first-party \\\"creative agent\\\" | Anthropic's Claude (any model the user has access to) |\\n| Integration depth | Native — built by Adobe | MCP connector — vended by Adobe, executed by Claude |\\n| Available outside Adobe stack | No | Yes — Claude can also call your other 50+ directory connectors in the same chat |\\n| Account needed | Adobe account required | Adobe account optional (~40 free tools without one) |\\n| Public beta / GA | Public beta, April 27, 2026 | Live globally, April 28, 2026 |\\n\\nIf you live inside Creative Cloud all day, Firefly AI Assistant is the more obvious entry point — it shares Adobe's UI conventions and your asset library is already there. If you live in Claude or you need Adobe to be one tool in a longer chain (e.g., pull a transcript from Granola, summarise it, generate a thumbnail in Firefly, post it through your Slack connector), the Claude-side connector is structurally better. The two products are not direct competitors so much as the same underlying capability fronted by two different agents.\\n\\nThe interesting framing: Adobe shipped both. The same week they launched their own creative agent, they also gave Anthropic the keys. That signals Adobe sees agentic AI as the new application surface and wants to be present on every meaningful agent — including the ones it does not own.\\n\\n## What This Says About Anthropic's Strategy\\n\\nAnthropic's framing at launch was deliberate. The Anthropic page is titled *Claude for Creative Work*, and the lede is a quote that explicitly disclaims replacement: \\\"Claude can't replace taste or imagination, but it can open up new ways of working.\\\"[^1][^11]\\n\\nThe strategic move under the marketing language is more pointed. Three things are happening at once:\\n\\n1. **MCP is becoming the application layer.** Nine partner connectors ship simultaneously, all using the same protocol. That makes \\\"MCP-native\\\" a real procurement category for Adobe, Autodesk, and Ableton — not a research project.\\n2. **Connectors compose.** The same Claude conversation that runs Photoshop can also call your Slack, Notion, Gmail, and Linear connectors — and even task-routing agents like [Claude Managed Agents](/claude-managed-agents-deploy-ai-agents-faster). Adobe's own Firefly AI Assistant is locked inside Adobe; Claude's Adobe connector is composable with the rest of the user's working stack.\\n3. **The educational beachhead is real.** Putting connectors in front of RISD, Ringling, and Goldsmiths students is how you train a generation of creatives whose default reach is \\\"ask Claude to do it in Photoshop\\\" rather than \\\"open Photoshop.\\\" Anthropic is buying the muscle memory of the next cohort.[^1][^6]\\n\\nThis is not a feature drop. It is Anthropic positioning Claude as the orchestration layer over the creative software industry, with Adobe — historically the most defensive incumbent in the category — willingly contributing the most strategically valuable surface area.\\n\\n## What It Means for Image-Generation Incumbents\\n\\nThe Claude + Adobe play sits oddly on top of the consumer image-generation market. OpenAI's GPT Image 2 (now [available in Adobe Firefly](https://news.adobe.com/news/2026/04/adobe-new-creative-agent) alongside Google's Nano Banana 2, Veo 3.1, Runway's Gen-4.5, and several others), Midjourney, and Stability all live in a different shape: they generate pixels from prompts.[^7]\\n\\nThe Adobe-for-Claude connector does not replace those models. It replaces the **manual labour** of running them inside Adobe's editors:\\n\\n- The connector reads a layered Photoshop document and asks Firefly (or whatever is configured) to fill in a missing element.\\n- The connector applies a Lightroom preset to 200 photos in batch via natural language instead of clicking.\\n- The connector pulls a stock image from Adobe Stock, places it in an InDesign layout at the right size, and exports a PDF.\\n\\nThese are workflows where the value-add is **knowing which tool to use at which step**, not which generative model produces the prettiest image. That is a different ceiling. Generative model leaderboards plateau quickly; orchestration leaderboards depend on integration depth, which is exactly what 50+ Adobe tools through MCP delivers.\\n\\n## FAQ\\n\\n**Q: Do I need a paid Adobe Creative Cloud account to use the connector?**\\nA: No. Guest mode gives you about 40 free tools and two skills (Retouch Portraits, Batch Edit Photos) without any Adobe account. Signing in with a free Adobe ID unlocks all six skills and higher limits. A paid Creative Cloud subscription adds storage and access to your existing assets.[^4][^9]\\n\\n**Q: Do I need a paid Claude plan?**\\nA: Not for the connector itself — directory connectors work on the free Claude plan. A paid plan (Pro, Max, Team, Enterprise) is required for Claude Plugins generally and for higher Claude usage limits.[^10]\\n\\n**Q: How does this differ from Adobe's own Firefly AI Assistant?**\\nA: Firefly AI Assistant is Adobe's first-party creative agent, launched in public beta on April 27, 2026, and it lives inside Adobe's surfaces. The Adobe for creativity connector is the same kind of orchestration surface but executed by Claude on Anthropic's side, which means it composes with all your other Claude connectors.[^7]\\n\\n**Q: Is this built on MCP?**\\nA: Yes. Adobe for creativity is implemented as a Model Context Protocol connector that Claude can install from its Connectors directory.[^4][^9]\\n\\n**Q: What other creative tools shipped Claude connectors the same day?**\\nA: Eight more, for a total of nine: Adobe Creative Cloud, Blender, Autodesk Fusion, Ableton Live, Splice, SketchUp, Affinity by Canva, Resolume Arena, and Resolume Wire.[^1][^5][^8]\\n\\n**Q: Can the connector use my existing Photoshop documents and Creative Cloud library?**\\nA: Yes, but only if you sign in with an Adobe account that has access to those assets. Without an Adobe account you are working inside a guest sandbox.[^4][^9]\\n\\n**Q: What's Anthropic's educational angle here?**\\nA: Three programs at launch: Art and Computation at RISD, Fundamentals of AI for Creatives at Ringling, and the MA/MFA Computational Arts program at Goldsmiths. Students and faculty get access to Claude and the new connectors and feed back into product direction.[^1][^6]\\n\\n## Bottom Line\\n\\nThe Adobe for creativity connector for Claude does not generate prettier images than the existing image-gen models. What it does is much more strategically loaded: it puts the entire Adobe Creative Cloud tool surface — 50+ pro-grade operations across eight applications — behind a single Claude prompt, on the same protocol that runs your Slack, Notion, and Linear connectors. The other eight connectors that shipped the same day do the same for Blender, Ableton, Autodesk Fusion, Splice, SketchUp, Affinity, and Resolume.\\n\\nFor working creatives, the most useful tier is the most surprising: a free Claude account plus a free Adobe ID gets you all six skills and persistent work, with no Creative Cloud subscription required. For Adobe, the bet is that being present on every meaningful agent — including the ones it does not own — is more valuable than locking customers into Firefly AI Assistant. For Anthropic, this is the clearest statement yet that Claude is meant to be the orchestration layer over the working software stack, not a destination of its own.\\n\\nThe most consequential line in the whole launch is not in any spec sheet. It is the educational programs at RISD, Ringling, and Goldsmiths. The students learning to ship creative work in 2026 will reach for \\\"ask Claude to do it\\\" as a first instinct. That is a long bet, but it is the kind of bet that has actually moved the centre of gravity of software in past decades — and in this round, it lands with Adobe quietly opening the door.\\n\\n---\\n\\n[^1]: [Claude for Creative Work — Anthropic (April 28, 2026)](https://www.anthropic.com/news/claude-for-creative-work)\\n\\n[^2]: [Adobe for creativity: a new way to create with Adobe, now in Claude — Adobe Blog (April 28, 2026)](https://blog.adobe.com/en/publish/2026/04/28/adobe-for-creativity-connector)\\n\\n[^3]: [Anthropic releases 9 Claude connectors for creative tools, including Blender and Adobe — 9to5Mac](https://9to5mac.com/2026/04/28/anthropic-releases-9-new-claude-connectors-for-creative-tools-including-blender-and-adobe/)\\n\\n[^4]: [Adobe for Creativity available in Claude — Adobe Developer documentation](https://developer.adobe.com/adobe-for-creativity/)\\n\\n[^5]: [Claude Connectors for Creative Tools: All 9 Explained (2026) — Build Fast With AI](https://www.buildfastwithai.com/blogs/claude-connectors-creative-tools-2026)\\n\\n[^6]: [Anthropic unveils \\\"Claude for Creative Work,\\\" expanding AI into professional creative tools — Neowin](https://www.neowin.net/news/anthropic-unveils-claude-for-creative-work-expanding-ai-into-professional-creative-tools/)\\n\\n[^7]: [Firefly AI Assistant now available in public beta — Adobe Blog (April 27, 2026)](https://blog.adobe.com/en/publish/2026/04/27/firefly-ai-assistant-public-beta)\\n\\n[^8]: [Anthropic Claude Now Connects With Affinity, Adobe, and Other Creator Solutions — Thurrott.com](https://www.thurrott.com/a-i/anthropic/335498/anthropic-claude-now-connects-with-affinity-adobe-and-other-creator-solutions)\\n\\n[^9]: [Adobe for Creativity — Getting started — Adobe Developer documentation](https://developer.adobe.com/adobe-for-creativity/getting-started/)\\n\\n[^10]: [Use connectors to extend Claude's capabilities — Claude Help Center](https://support.claude.com/en/articles/11176164-use-connectors-to-extend-claude-s-capabilities)\\n\\n[^11]: ['Claude can't replace taste or imagination, but it can open up new ways of working': Anthropic signs up Adobe, Blender and more — TechRadar](https://www.techradar.com/pro/claude-cant-replace-taste-or-imagination-but-it-can-open-up-new-ways-of-working-anthropic-signs-up-adobe-blender-and-more-to-push-claude-into-creative-work)\\n\"])</script><script>self.__next_f.push([1,\"26:T3c03,\"])</script><script>self.__next_f.push([1,\"\\n## TL;DR\\n\\nOn April 8, 2026, Anthropic launched **Claude Managed Agents** in public beta — a hosted platform that handles sandboxing, state management, tool execution, and error recovery so developers can ship autonomous AI agents in days instead of months. Pricing follows standard Claude API token rates plus **$0.08 per active session-hour**. Early adopters include Notion, Rakuten, Asana, Sentry, and Vibecode, with Allianz deploying custom agents across insurance operations. The architecture separates sessions, harnesses, and sandboxes into independent components — a design Anthropic says cut time-to-first-token by roughly 60% at P50.[^1][^2]\\n\\n---\\n\\n## What You'll Learn\\n\\n- What Claude Managed Agents is and the problem it solves\\n- How the session–harness–sandbox architecture works under the hood\\n- Pricing breakdown and what \\\"active session-hour\\\" means\\n- Which companies are already using it and for what\\n- How Managed Agents compares to OpenAI Agents SDK, Google ADK, and open-source frameworks\\n- What features are still in research preview and when to expect them\\n\\n---\\n\\n## The Problem: Agent Infrastructure Is Expensive to Build\\n\\nBuilding a production AI agent requires more than a good model. Developers need secure sandboxing, credential management, long-running session persistence, error recovery, tool orchestration, and tracing — infrastructure that typically takes months to build and maintain.[^1]\\n\\nIndustry analysis suggests that enterprises consistently underestimate the infrastructure investment required for production agent deployments — often by 40–60% relative to the agent development cost itself. Observability, identity management, and integration layers consume more resources than the agent implementation.[^3]\\n\\nClaude Managed Agents addresses this gap directly: it is a hosted service in the Claude Platform that runs long-horizon agents on your behalf through a small set of APIs.[^1]\\n\\n---\\n\\n## How Managed Agents Works\\n\\n### Core Concepts\\n\\nThe platform is built around four primitives:[^4]\\n\\n**Agent** — the model (currently Claude models only), system prompt, tools, MCP servers, and skills that define what the agent can do.\\n\\n**Environment** — a configured container template specifying pre-installed packages (Python, Node.js, Go, and others), network access rules, and mounted files.\\n\\n**Session** — a running agent instance performing a specific task within an environment, generating outputs that persist even through disconnections.\\n\\n**Events** — messages exchanged between your application and the agent, including user turns, tool results, and status updates. Events stream back via server-sent events (SSE).[^4]\\n\\n### The Brain-and-Hands Architecture\\n\\nUnder the hood, Anthropic's engineering team decoupled the agent into three independent components inspired by operating system design — what they call \\\"virtualizing the components of an agent.\\\"[^2]\\n\\n**Session (the state)** stores an append-only event log durably, independent of the harness or sandbox. If the harness crashes, no work is lost because the session persists outside it. Developers can query the event log with positional slices — picking up from the last read point, rewinding to see the lead-up to a decision, or re-reading context before taking action.[^2]\\n\\n**Harness (the brain)** is a stateless orchestration layer. It calls Claude, routes tool results, and manages context transformations. Because it is stateless, it can be replaced instantly: a crash is caught as a tool-call error, a new harness wakes with `wake(sessionId)`, and execution resumes from the last event.[^2]\\n\\n**Sandbox (the hands)** is the execution environment where code runs, files are edited, and tools are invoked. Sandboxes are provisioned on demand via a `provision({resources})` call and are treated as disposable — replaced rather than repaired. Each tool is exposed through a uniform `execute(name, input) → string` interface, whether it is a container, an MCP server, or a custom integration.[^2]\\n\\nThis separation matters for performance. In Anthropic's original coupled design, the session, harness, and sandbox lived inside a single container. When it failed, the session was lost. After decoupling, P50 time-to-first-token dropped roughly 60%, and P95 dropped over 90% — because inference no longer waits for container startup.[^2]\\n\\n### Security Boundaries\\n\\nCredentials never reach the code-execution sandbox. Git tokens are injected during initialization but remain unavailable to generated code. OAuth tokens sit in a secure vault, accessed only through an MCP proxy that maps the session token to the right credentials. Claude never sees raw authentication material.[^2]\\n\\n---\\n\\n## Built-In Tools and MCP Support\\n\\nManaged Agents gives Claude access to several built-in tool categories:[^4]\\n\\n**Bash** — shell commands run inside the container. **File operations** — read, write, edit, glob, and grep across the container's file system. **Web search and fetch** — search the web and retrieve content from URLs. **MCP servers** — connect to any external tool provider using the Model Context Protocol.\\n\\nMCP integration is handled through a dedicated proxy. The proxy fetches authentication from the vault, calls the MCP server, and returns results — all without the agent or sandbox ever seeing raw credentials.[^2]\\n\\nThis tool-use-first design means any custom tool, any MCP server, and any Anthropic-provided tool looks identical to the harness: a name and input go in, a string comes back.[^2]\\n\\n---\\n\\n## Pricing\\n\\nClaude Managed Agents follows a consumption model:[^1]\\n\\nStandard Claude Platform token rates apply (the same rates you pay for the Messages API). On top of that, there is a **$0.08 per session-hour** charge for active runtime. \\\"Active\\\" means the session is processing work — idle sessions do not accrue charges. When agents perform web searches through the platform, Anthropic charges **$10 per 1,000 searches** on top of model usage costs.[^5]\\n\\nFor context: an agent running Claude Sonnet 4.6 for one hour of active work would cost roughly $0.08 in session fees plus whatever token costs the task generates. This compares to the alternative of provisioning, securing, and maintaining your own container infrastructure — which Anthropic argues costs orders of magnitude more when accounting for engineering time.[^1]\\n\\n---\\n\\n## Who Is Already Using It\\n\\nSeveral high-profile companies are building on Managed Agents:[^1]\\n\\n**Notion** launched Custom Agents publicly in February 2026 and is now integrating Claude Managed Agents into the platform (currently in private alpha) for code shipping and content creation workflows. **Rakuten** deploys enterprise agents across product, sales, marketing, and finance teams via Slack and Microsoft Teams. **Asana** has integrated AI Teammates — collaborative agents that work within Asana projects. **Sentry** built a debugging agent that pairs with patch-writing and PR-opening capabilities. **Vibecode** reports that Managed Agents enables customers to deploy applications ten times faster.[^1]\\n\\nBeyond these, **Allianz** — the global insurance conglomerate — signed a partnership with Anthropic in January 2026 that includes building custom AI agents for multistep workflows with a human in the loop, deploying Claude Code for all technical teams, and implementing an AI logging system for regulatory transparency.[^6]\\n\\n---\\n\\n## Research Preview Features\\n\\nTwo capabilities launched in research preview, requiring a separate access request:[^1]\\n\\n**Multi-agent coordination** — an orchestrator agent can spawn and coordinate multiple sub-agents in parallel, with Managed Agents handling communication and state sharing between them.\\n\\n**Outcomes (self-evaluation)** — developers define success criteria for a task, and Claude self-evaluates and iterates until it meets them, adding a goal-directed quality-control loop to the agent pipeline. In Anthropic's internal testing on structured file generation, Outcomes improved task success by up to 10 points over a standard prompting loop, with the largest gains on the hardest problems.[^1]\\n\\nAnthropic has not announced a timeline for graduating these features to general availability. Persistent memory tooling was not part of the April 8 launch — Anthropic added it as a separate public-beta feature on April 23, 2026, roughly two weeks later.[^9]\\n\\n---\\n\\n## How It Compares to Alternatives\\n\\nThe [agentic AI landscape](/mastering-agent-orchestration-patterns-from-theory-to-production) in 2026 offers several paths to building production agents. Here is how they differ:[^7][^8]\\n\\n**Claude Managed Agents** is a fully hosted service. Developers define an agent, point it at an environment, and start sessions. The platform handles orchestration, sandboxing, and recovery. The trade-off is model lock-in: only Claude models run in the harness. If you later want to switch models, you rebuild the orchestration layer.[^7]\\n\\n**OpenAI Agents SDK** takes an open-source, code-first approach. Its core abstraction is the handoff — agents transfer control to each other explicitly, carrying conversation context through the transition. A working multi-agent system can be defined in under twenty lines of Python. The SDK supports non-OpenAI models through custom providers, though it is optimized for OpenAI's own models.[^8]\\n\\n**Google Agent Development Kit (ADK)** provides a hierarchical agent tree with deep integration into Google Cloud (Vertex AI Agent Engine) and Google's search infrastructure. Its differentiator is grounding — agents can search Google in real time and base responses on cited information, which addresses hallucination at the infrastructure level.[^8]\\n\\n**LangGraph** leads on production maturity among open-source frameworks, with built-in checkpointing, time-travel debugging, and LangSmith integration for observability. It supports any model but requires learning its graph abstraction — expect one to two weeks before a team is productive.[^7]\\n\\n**CrewAI** offers the lowest barrier to entry with a role-based DSL and processes over 12 million executions per day as of early 2026. It has raised $18 million in funding led by Insight Partners and reports 60% Fortune 500 adoption.[^7]\\n\\nThe key distinction is hosted versus self-managed. Managed Agents eliminates infrastructure work but binds you to Claude. The SDKs and frameworks give you flexibility but require you to build and maintain the operational layer yourself.\\n\\n---\\n\\n## What This Means for Developers\\n\\nClaude Managed Agents represents Anthropic's bet that most teams building [AI agents](/ai-agents-the-next-frontier-in-software-development) do not want to be in the infrastructure business. The platform absorbs the operational complexity — sandboxing, permissions, state management, error recovery — and exposes a clean API surface.\\n\\nFor teams already building on [Claude Code](/mastering-claude-code-a-complete-hands-on-tutorial-guide) or the Claude Agent SDK, Managed Agents provides a natural upgrade path to production deployment. For teams evaluating the [MCP ecosystem](/mcp-servers-explained-claudes-new-ai-backbone-for-real-automation), the platform's first-class MCP support means existing MCP servers plug in without modification.\\n\\nThe $0.08-per-session-hour pricing is aggressive enough that many teams will find it cheaper than maintaining their own agent infrastructure, especially when factoring in engineering time for security, recovery, and scaling.\\n\\nThe open question is whether model lock-in matters. In a landscape where the performance gap between frontier models narrows with each release, betting your agent infrastructure on a single provider is a real trade-off. Anthropic is clearly betting that Claude's capabilities — extended thinking, computer use, and deep MCP integration — are compelling enough to justify it.[^8]\\n\\n---\\n\\n## Getting Started\\n\\nClaude Managed Agents is available today in public beta. To start building, you need a Claude API key and the `managed-agents-2026-04-01` beta header on all requests (the SDK sets this automatically). The service is enabled by default for all API accounts — no waitlist required for the core platform.[^4]\\n\\nMulti-agent coordination, memory, and outcomes (self-evaluation) require a separate access request through Anthropic's form.[^4]\\n\\n---\\n\\n## Frequently Asked Questions\\n\\n**What models does Claude Managed Agents support?**\\nCurrently, only Claude models run in the Managed Agents harness. This includes Claude Sonnet 4.6, Claude Opus 4.6, and Claude Haiku 4.5.[^4]\\n\\n**Can I use my existing MCP servers?**\\nYes. MCP servers connect through the platform's proxy layer, which handles authentication via a secure vault. Existing MCP servers work without modification.[^2][^4]\\n\\n**What happens if a session crashes?**\\nSessions persist independently of the harness and sandbox. If either component fails, a new instance boots and resumes from the last event in the session log. No work is lost.[^2]\\n\\n**Is there a free tier?**\\nNo dedicated free tier has been announced. Standard Claude API pricing applies, plus the $0.08 per active session-hour. Anthropic provides usage credits for new API accounts, which can be used for Managed Agents.[^4]\\n\\n**How does this relate to Claude Code?**\\nClaude Code is a CLI tool for agentic coding on your local machine. Managed Agents is a cloud-hosted platform for deploying agents at scale. They share the same underlying model capabilities but serve different use cases — local development versus production deployment.[^1]\\n\\n---\\n\\n## Bottom Line\\n\\nClaude Managed Agents is Anthropic's infrastructure play for the agentic AI era. By handling sandboxing, state management, and tool execution as a managed service, it removes the primary barrier that keeps most agent prototypes from reaching production. The brain-and-hands architecture is technically sound, the early customer list is strong, and the $0.08-per-session-hour pricing undercuts the true cost of self-hosted alternatives. The trade-off is model lock-in — a bet that Claude's capabilities justify the commitment. For teams already in the Anthropic ecosystem, this is a straightforward upgrade. For everyone else, it is a compelling argument to evaluate one.\\n\\n---\\n\\n[^1]: Anthropic, \\\"Claude Managed Agents: get to production 10x faster,\\\" claude.com/blog/claude-managed-agents, April 8, 2026.\\n[^2]: Anthropic Engineering, \\\"Scaling Managed Agents: Decoupling the brain from the hands,\\\" anthropic.com/engineering/managed-agents, April 2026.\\n[^3]: Industry analysis from LangChain's \\\"State of Agent Engineering\\\" survey and related enterprise infrastructure reports, 2026.\\n[^4]: Anthropic, \\\"Claude Managed Agents overview,\\\" platform.claude.com/docs/en/managed-agents/overview, April 2026.\\n[^5]: Anthropic pricing documentation, platform.claude.com/docs/en/about-claude/pricing, accessed April 2026.\\n[^6]: Allianz, \\\"Allianz and Anthropic forge global partnership to advance responsible AI in insurance,\\\" allianz.com, January 9, 2026.\\n[^7]: Multiple sources including Composio, Gurusup, and MorphLLM framework comparisons, April 2026.\\n[^8]: Composio, \\\"Claude Agents SDK vs. OpenAI Agents SDK vs. Google ADK,\\\" composio.dev, April 2026.\\n[^9]: Anthropic, \\\"Built-in memory for Claude Managed Agents,\\\" claude.com/blog/claude-managed-agents-memory, April 23, 2026.\\n\"])</script><script>self.__next_f.push([1,\"27:T3d8c,\"])</script><script>self.__next_f.push([1,\"\\n# Agentic Testing in 2026: What Slack's 200-Run Data Shows\\n\\n**In one line:** Agentic testing points an AI agent at a goal — \\\"reply in a thread and verify it appears\\\" — and lets it drive the UI to get there, instead of replaying a fixed script; Slack's engineering team ran more than 200 such tests and published what they actually cost and how often they fail.[^1]\\n\\n**TL;DR:** In a June 11, 2026 engineering write-up that drew broad developer-press pickup through July, Slack reported running more than 200 agent-driven end-to-end (E2E) test workflows across three execution models and two user flows.[^1][^4] The headline is not \\\"agents replace QA.\\\" It is a set of hard tradeoffs: agent-driven runs cost roughly $15-30 each and take 3-11 minutes, reliability swings from near-perfect to a ~48% failure rate depending on how the agent is wired up, and the biggest cost driver is not the model's reasoning but the conversation context re-sent on every turn.[^1] Slack's conclusion is measured — agentic testing earns a new spot at the *top* of the testing pyramid for exploration and debugging, not a replacement for the deterministic tests that guard CI.[^1] A separate Stripe benchmark from March points at the same wall from a different angle: agents generate and execute well, but validating their own work is where they still break.[^2]\\n\\n## What you'll learn\\n\\n- What agentic testing is, and how \\\"verify a goal\\\" differs from \\\"replay a journey\\\"\\n- How Slack structured its 200+-run experiment, and which models and tools it used\\n- What the reliability numbers show across Playwright MCP, Playwright CLI, and generated tests\\n- Why an agent-driven test run costs $15-30, and where that money actually goes\\n- The adaptability tradeoff: only about one run in five takes the same path\\n- Where agentic testing fits in the testing pyramid — and where it does not\\n- The bigger 2026 pattern: agents that build well but validate poorly\\n- What to do if you are adding agents to your own test stack\\n\\n## What agentic testing actually is\\n\\nA traditional end-to-end test encodes a journey: click this, type that, assert the result. It is deterministic and cheap, and it breaks the moment the UI shifts underneath it — a renamed button or a reordered menu fails the test even when nothing functionally regressed. That brittleness is the maintenance tax every large web app pays.\\n\\nAgentic testing swaps the journey for a goal. You describe an outcome in natural language — \\\"send a thread message,\\\" \\\"run a search and confirm the result appears in All Threads\\\" — and an AI agent observes the interface, decides what to click, and checks whether the goal state was reached. Slack's own one-line summary is the cleanest definition going: **\\\"Tests enforce journeys. Agents verify goals.\\\"**[^1] The vendor QA market has spent 2026 selling this idea hard — BrowserStack, Mabl, UiPath, and a dozen others publish near-identical \\\"autonomous, self-healing, replaces manual QA\\\" pitches — but almost none of them show what it costs or how often it works. Slack's contribution is that it ran the experiment and published the numbers.\\n\\n## Inside Slack's experiment\\n\\nSlack's DevXP team ran more than 200 agentic E2E workflows — 20 runs each across five configurations and two user flows — in test workspaces using non-production data.[^1] It compared three execution models:\\n\\n- **Agent + Playwright MCP.** The agent drives the browser through Microsoft's open-source [Playwright MCP](https://github.com/microsoft/playwright-mcp) server, which exposes browser actions as tools and returns accessibility-tree snapshots as structured state.[^1][^3]\\n- **Agent + Playwright CLI.** The agent shells out to Playwright CLI commands one step at a time, deciding the next action from the updated UI.[^1]\\n- **Generated Playwright tests.** The agent writes deterministic Playwright code from a natural-language description, runs it, and refines it until it passes — after which it executes like any normal scripted test.[^1]\\n\\nThe agent models were Claude Sonnet 4.5 for the MCP and CLI runs and Claude Opus 4.6 for generating the deterministic tests, all executed through non-interactive Claude Code (`claude -p`), with a token-usage side experiment that also included Claude Haiku 4.5.[^1] The two flows were a simple \\\"Thread Reply\\\" (roughly 15-20 steps) and a medium-complexity \\\"Search Discovery\\\" (roughly 25-30 steps), each fed to the agent as both free-form natural language and structured YAML.[^1] Those are the exact model and tool choices Slack used in mid-2026; the point is the shape of the results, which is unlikely to change with a newer model.\\n\\n## What the reliability data shows\\n\\nThe reliability story is really a story about *how* the agent is wired up, not which model sits behind it. Slack's summary numbers:\\n\\n| Approach | Failure (simple flow) | Failure (medium flow) | Avg runtime |\\n| --- | --- | --- | --- |\\n| Agent + Playwright MCP | 0% | ~12% | ~5-8 min |\\n| Agent + Playwright CLI | ~12% | ~20% | ~9-11 min |\\n| Generated Playwright tests | ~8% | ~48% | ~3 min |\\n\\nTwo patterns stand out. First, the reliability gap *widens* with complexity, and the MCP-based agent stays most stable as flows get harder — near-zero failures on the simple flow and within 0-12% on the complex one.[^1] Slack attributes this to state handling: the MCP keeps a live, stable view of the app and appears to reuse successful interactions from earlier in the same run, while the CLI rebuilds state from snapshots at each step, letting small timing and interpretation errors accumulate.[^1] Most CLI failures, notably, came from authentication, navigation timing, and session instability — the execution layer — rather than the model reasoning wrong.[^1]\\n\\nSecond, generated tests are a trap on complex flows. They looked fine on the simple flow (~8% failure) but failed roughly 48% of the time on the medium one, typically after progressing through 70-80% of the flow before breaking on a final interaction or assertion.[^1] Generated from loosely specified natural language and reusing existing page-object abstractions, they stumbled on exactly the precise element targeting that a longer flow demands. The lesson is not that generation is bad — it is that \\\"have an agent write a script once\\\" and \\\"have an agent drive the browser live every time\\\" are different tools with different failure surfaces.\\n\\n## Why an agent-driven run costs $15-30\\n\\nThe number that makes engineers wince is cost. Slack pegs agent-driven runs at roughly **$15-30 per execution**, against pennies for a traditional scripted test.[^1] The instinctive explanation — \\\"big model, so it's expensive\\\" — is wrong, and Slack's teardown of where the money goes is the most useful part of the write-up.\\n\\nMeasuring the same Search Discovery flow, token usage ran from about 3.5M tokens (MCP with Sonnet 4.5) to about 7M (generated tests with Opus 4.6), with the CLI approach around 6M and, interestingly, Haiku burning *more* tokens (~5.7M) than the larger models on MCP.[^1] How the agent was executed mattered more than which model powered it. The reason is turn count: the CLI averaged about 85 turns to complete the flow, versus roughly 40-60 for MCP, because every browser interaction was split across separate action, wait, snapshot, read, and lookup commands, while MCP folded interaction and state return into one round trip.[^1]\\n\\nAnd each turn is expensive because the underlying API is stateless. As Slack explains it, Claude Code re-sends the full system prompt plus the entire conversation history on every turn, so cost is driven by how fast context accumulates and how many turns the run takes — not by the model's output, which is negligible.[^1] The bulk of the payload is browser accessibility-tree snapshots piling up in the context window turn after turn; the majority of the spend, in Slack's analysis, is simply retransmitting content the model has already seen. If you have followed the [token cost of a single agent task](/ai-agent-token-cost-per-task), this is the same accounting, just measured against a browser instead of a chatbot: the levers Slack names to bring it down — prompt caching, context compaction, and cutting snapshot frequency — are all about shrinking what gets re-sent, not about picking a cheaper model. It is also a reminder that the [stateless request model behind agent tooling protocols like MCP](/mcp-stateless-protocol-enterprise-authorization) has a direct line to your bill.\\n\\n## The adaptability tradeoff\\n\\nHere is the property that makes agentic testing genuinely different, and genuinely awkward: it is non-deterministic by design. Across Slack's runs, only about 20% followed the exact same sequence of actions; in most runs the agent found a different valid path to the same goal — opening menus in a different order, selecting different elements, using alternate navigation.[^1] Slack measured this by comparing normalized \\\"action signatures,\\\" collapsing away waits and equivalent tool variants so only meaningful differences counted.[^1]\\n\\nThat flexibility is the whole point — it is why an agent survives a UI change that would break a scripted test. But it is also why you cannot drop agentic tests into a CI gate the way you drop in a unit test. A check that takes a different route every run, costs $15-30, and fails ~12% of the time on a medium flow is not a regression gate. It is something else.\\n\\n## Where agentic testing fits\\n\\nSlack's answer is refreshingly un-hyped: agentic testing is a new *fourth layer* on top of the classic testing pyramid — unit, integration, E2E, and now agentic — not a replacement for anything below it.[^1] Deterministic tests, whether hand-written or agent-generated, stay the fast, cheap, repeatable foundation of CI. The agentic layer is where you send an agent to do the things scripts are bad at: exploring complex or unfamiliar UI behavior, debugging flaky workflows, and reproducing production bugs whose repro steps you cannot fully specify in advance.[^1] Slack is explicit that, at current prices, agent-driven testing suits \\\"targeted debugging or exploratory testing\\\" far better than \\\"high-frequency CI execution.\\\"[^1]\\n\\nThat framing is the direct rebuttal to the vendor pitch. Agentic testing in 2026 is not autonomous QA that fires your test engineers; it is a power tool for the ambiguous cases, priced accordingly, that complements the deterministic tests you already run.\\n\\n## The bigger 2026 pattern\\n\\nZoom out and Slack's experiment rhymes with the other serious piece of agentic-engineering data this year. In a March 2, 2026 benchmark it later open-sourced, Stripe built 11 production-realistic environments and had agents attempt full Stripe integrations through a goose-based harness and an MCP server.[^2][^5] The models were strong: Claude Opus 4.5 averaged 92% on full-stack API integration tasks and OpenAI's GPT-5.2 averaged 73% on Stripe's harder \\\"gym\\\" problem sets, with the best runs sustaining an average of 63 turns of productive work.[^2] Stripe declined to publish a single aggregate score, and for a telling reason — the failures clustered not in writing code but in *validating* it.[^2]\\n\\nStripe's most instructive failure mode: on SDK-upgrade tasks, some agents fed nonexistent data to an endpoint, saw the expected HTTP 400 error, and concluded the integration worked — \\\"the endpoint is working, it's returning a proper Stripe error\\\" — when in fact they had verified nothing.[^2] Others got a browser checkout into a bad focus state and gave up on a task that a single page refresh would have recovered.[^2] Slack saw the mirror image: agents that could not always recover from a browser glitch, and a reliability/cost profile that gates production use.\\n\\nRead together — and this is the author's synthesis across two independent studies, not a claim either company makes jointly — the 2026 picture is consistent: modern agents generate and execute confidently, but self-verification under a real correctness bar is the wall. That is the same gap showing up elsewhere as agents ship code faster than teams can govern it, a tension we covered in [the AI coding governance gap](/ai-coding-governance-gap), and it is why [tracing and evaluating agent runs](/opentelemetry-claude-agent-tracing-typescript-tutorial) is becoming as important as the agent itself.\\n\\n## What this means if you're adding agents to your test stack\\n\\nA few practical takeaways fall out of the data. Prefer a structured browser tool (an MCP-style server) over shelling out to a CLI if reliability matters — Slack's cleanest results came from the tighter integration, and its worst flakiness came from the execution layer, not the model.[^1] Budget honestly: at $15-30 and several minutes per run, agentic tests belong on high-value, hard-to-script scenarios, not on every pull request. Watch turn count and context growth, not model choice, as your primary cost lever, and reach for prompt caching and context compaction before you reach for a smaller model. And keep your deterministic suite — the point of the agentic layer is to reach the cases that suite cannot, including generating new scripted tests you then run cheaply forever. As with deciding [how many tools an agent can realistically juggle](/how-many-tools-can-an-ai-agent-handle), the win in 2026 comes from wiring the agent up well, not from waiting for a better model.\\n\\n## FAQ\\n\\n**Is agentic testing reliable enough to replace traditional automated tests?** No, and Slack does not claim it is. Its own data shows failure rates from 0% up to ~48% depending on configuration and flow complexity, and it positions agentic testing as a new top-of-pyramid layer that complements — not replaces — deterministic CI tests.[^1]\\n\\n**How much does an agentic test run cost?** In Slack's experiment, roughly $15-30 per agent-driven execution, versus pennies for a traditional scripted test, with runtimes of about 3-11 minutes.[^1]\\n\\n**Why is it so expensive if the model output is small?** Because the underlying API is stateless: every turn re-sends the full system prompt and the entire accumulated conversation history, which for browser agents is dominated by accessibility-tree snapshots. Cost tracks turn count and context growth, not reasoning output.[^1]\\n\\n**What is Playwright MCP?** Microsoft's open-source Model Context Protocol server that exposes browser automation as agent tools and returns structured accessibility-tree snapshots; in Slack's runs it was both the most reliable and the most token-efficient execution model.[^1][^3]\\n\\n*This is an analysis of a sensitive-to-recency topic: model capabilities, tooling, and prices move fast. All figures are dated to their primary sources — Slack's June 11, 2026 study and Stripe's March 2, 2026 benchmark — and should be re-checked against those pages before you quote them.*\\n\\n[^1]: Sergii Gorbachov, \\\"Agentic Testing: Where Agents Fit in the E2E Testing Stack,\\\" Engineering at Slack, June 11, 2026. https://slack.engineering/agentic-testing-where-agents-fit-in-the-e2e-testing-stack/\\n[^2]: Carol Liang and Kevin Ho, \\\"Can AI agents build real Stripe integrations? We built a benchmark to find out,\\\" Stripe Blog, March 2, 2026. https://stripe.com/blog/can-ai-agents-build-real-stripe-integrations\\n[^3]: \\\"Playwright MCP\\\" (Model Context Protocol server for browser automation), Microsoft, GitHub. https://github.com/microsoft/playwright-mcp\\n[^4]: Leela Kumili, \\\"Slack Introduces Agent Driven End-to-End Testing to Improve Resilience in UI Test Automation,\\\" InfoQ, July 2026. https://www.infoq.com/news/2026/07/slack-agentic-e2e-testing-ui/\\n[^5]: Stripe integration benchmark (open-source), stripe/ai, GitHub. https://github.com/stripe/ai/tree/main/benchmarks\\n\"])</script><script>self.__next_f.push([1,\"28:T5134,\"])</script><script>self.__next_f.push([1,\"\\n# Pinecone Nexus: Is RAG Ending for AI Agents? (2026)\\n\\n**In one line:** Pinecone Nexus is a \\\"knowledge engine\\\" for AI agents that compiles an enterprise's scattered data into structured, pre-built artifacts agents query in one step — moving reasoning and token spend out of the per-query retrieval loop that defines RAG and into a one-time curation stage.[^1][^3]\\n\\n**TL;DR:** On July 1, 2026, Pinecone — the vector-database company that, by its own account, \\\"defined RAG as a standard pattern\\\" — moved Pinecone Nexus into public preview, nearly two months after opening early access.[^1][^3] Nexus reframes the problem: rather than letting an agent search, retrieve, and reassemble context on every task, it compiles a company's knowledge into typed artifacts ahead of time and serves them through a declarative query language called KnowQL.[^1][^2] Benchmarks published by Pinecone and by customers evaluating it during early access show large accuracy and token-cost gains over agentic RAG on bounded document corpora.[^2][^3] The framing in the trade press — that \\\"the RAG era is ending\\\" — is louder than the evidence: Nexus targets bounded corpora, none of the numbers have been independently reproduced, and the more defensible reading is that retrieval is bifurcating, not dying.[^5][^6][^7]\\n\\n## What you'll learn\\n\\n- What Pinecone actually announced across May and July 2026, and what \\\"public preview\\\" does and does not mean\\n- What a \\\"knowledge engine\\\" is, and how it differs from RAG and from a vector database\\n- How Nexus is put together — Connectors, Workspaces, Contexts, Manifests, and KnowQL\\n- The specific numbers Pinecone is pointing to, including the ones it leads with, and why the \\\"vendor benchmark\\\" label matters\\n- Whether RAG is actually \\\"dead\\\" — the evenhanded version, with the counterarguments\\n- What this means if you are building agents right now\\n\\n## What Pinecone actually announced\\n\\nNexus arrived on May 4, 2026 in a pair of same-day posts: a company-level launch announcement from Ash Ashutosh and Edo Liberty introducing Nexus and its query language KnowQL, and an engineering deep dive from Jeff Zhu and Siva Ragavan bluntly titled \\\"Better Models Won't Save Your Agent.\\\"[^1][^2] At that point it was early access only, open to a limited set of design partners.[^2] On July 1, 2026, Pinecone opened Nexus to public preview, telling anyone with a business use case they could request access.[^3] Public preview is not general availability: access is still request-gated, and the production deployment path is a separate request.[^3]\\n\\nThe pitch behind the product is a diagnosis, and Pinecone states it aggressively. Frontier models, the company argues, are rarely the limiting factor; the reasoning step is usually fine. What breaks is everything before it. An agent gets a task, searches, retrieves, evaluates, decides it needs more, searches again, and loops — and by the time it can answer, most of the token and latency budget is gone.[^2] Pinecone puts a number on it, claiming that \\\"roughly 85% of an agent's effort is spent on knowledge retrieval,\\\" with task completion rates \\\"stuck at 50–60%,\\\" and it dismisses retrieval-at-inference as \\\"the 'ten blue links' era of agentic retrieval.\\\"[^1] That last line is the one the trade press seized on.[^5]\\n\\nThe discipline Pinecone is invoking has a name: *context engineering*, which it describes as shaping data into knowledge the model can use, instead of asking the agent to reassemble it from raw data at query time.[^2][^8] Nexus is Pinecone's bet on productizing it.\\n\\n## What a \\\"knowledge engine\\\" is\\n\\nIn Pinecone's framing, a knowledge engine \\\"compiles an enterprise's distributed knowledge into a structured layer agents can query directly, shifting token spend out of the per-query retrieval loop and into a one-time curation step.\\\"[^3] The contrast it is drawing is with retrieval-augmented generation. Classic RAG solves a specific problem well: give a language model access to external knowledge at inference time by retrieving relevant document chunks. That worked because early use cases were request-response — a user asks, the system retrieves, the model answers.[^2]\\n\\nAgent workloads break that assumption. A single agent task can touch dozens of documents across years and departments, and standard chunk-and-retrieve either misses facts that are not co-located or burns the budget looping to reassemble them.[^2][^3] A knowledge engine moves that assembly work upstream. Instead of handing the agent chunks and asking it to stitch an answer together, Nexus pre-shapes source data into *artifacts* — typed, governed pieces of information built for a specific task — so the agent reads a mostly-finished answer rather than reconstructing one.[^2]\\n\\nPinecone's own formulation is that Nexus is \\\"a knowledge engine, not a retrieval system,\\\" and the distinction it wants is with inference-time retrieval, not with vector search as such.[^1] It is not retiring its vector index: the company says plainly that \\\"the Pinecone vector database is the foundation; vector primitives and their management remain essential,\\\" and Nexus runs on the retrieval substrate Pinecone has spent years building.[^1][^2] The layer sits above search, aimed at a third kind of knowledge that neither model weights nor vector search captures well — business context, \\\"what a three-year employee knows without searching,\\\" scattered across contracts, wikis, HR docs, meeting notes, support tickets, and financial records.[^3]\\n\\nIs any of this new? Pinecone answers both ways in the same week. The engineering post concedes that \\\"knowledge graphs, entity catalogs, and semantic layers have existed for decades\\\" and that the hard part was never the concept but operationalizing it per domain — while its own section heading insists this is \\\"a new category, not a better pipeline,\\\" and the launch post claims a knowledge engine that moves reasoning from retrieval to curation \\\"did not exist until today.\\\"[^1][^2] The honest read is that the instinct is old and the packaging is new.\\n\\n## Inside Nexus: Manifests, Contexts, and KnowQL\\n\\nIn the public-preview build, the moving parts are organized like this.[^3] **Connectors** handle ingestion; local file upload, Box, and Microsoft OneLake are live, with Google Drive, Slack, GitHub, Notion, Confluence, and S3 described as close behind.[^3][^4] A **Workspace** is the top-level container, one per team or business unit that owns its own data sources and access controls. Inside a Workspace, data is organized into **Contexts** — one per dataset or knowledge domain.[^3]\\n\\nThe most interesting design choice is the **Manifest**. A Manifest is a blueprint that tells Nexus how to turn raw documents into structured knowledge artifacts tuned to a domain, and it is meant to be authored by a subject-matter expert rather than a retrieval engineer.[^3] The patent attorney who knows how patent standards are organized, or the M\\u0026A analyst who knows which document categories to cross-reference, designs the artifact types and relationships before any query runs. The agent then inherits that understanding instead of rediscovering the corpus structure on every call.[^3] This is a real shift in emphasis from May: the launch materials led with an autonomous \\\"context compiler\\\" — a coding agent that iterates on curation and query code against an eval set — whereas the public-preview messaging centers the human-in-the-loop Manifest, with re-curation as the answer to what Pinecone calls knowledge drift.[^1][^2][^3]\\n\\nWork runs as **Tasks** — import, curate, and search — inside isolated sandboxes, and everything is queried through **KnowQL** (Knowledge Query Language), the single interface agents talk to.[^2][^3] The declarative design is the point: like SQL, the agent states what answer it needs, in what shape, and with what constraints, and the engine decides which contexts to search and which artifacts to compose.[^1][^2] Pinecone's two May posts describe its surface slightly differently — the engineering post organizes a query into four categories (intent, filter, provenance, and a control budget), while the launch post advertises six core primitives, adding output shape and confidence.[^1][^2] Either way the ambition is explicit: Pinecone wants KnowQL to be a shared interface rather than a private one, and it has LangChain and Teradata publicly signed up to help advance it.[^1] That ambition has an obvious hurdle, as The New Stack put it: \\\"KnowQL has to clear the standardization bar SQL cleared, and standards do not get declared into existence by a single vendor.\\\"[^5]\\n\\nFor production, Pinecone points to a bring-your-own-cloud deployment where the cluster runs in the customer's own VPC and, the company says, documents never leave the customer's infrastructure. That deployment is request-gated, and as of the May launch Pinecone described BYOC support for Nexus specifically as coming \\\"very soon.\\\"[^1][^3]\\n\\n## The numbers Pinecone is pointing to\\n\\nPinecone leads with headline figures: task completion rates above 90%, \\\"30x faster time-to-completion,\\\" and up to 90% less token spend.[^1] The trade press repeated them, though not uncritically. Reviewing the completion-rate and token-spend claims, The New Stack wrote: \\\"Take this claim with a grain of salt until production teams confirm\\\" — while arguing that Pinecone's structural case \\\"does not need the numbers to hold.\\\"[^5] Everything below is either Pinecone's own benchmark or a customer evaluation conducted during early access. None of it has been independently reproduced.\\n\\nPinecone's named internal benchmark, KRAFTBench, pits Nexus against an agentic-RAG pipeline and a sandboxed coding agent on 493 free-form 10-K filings (about 245MB) from S\\u0026P 500 companies, asking 150 hard financial questions with a 120-second, one-million-token budget each.[^2] Pinecone reports Nexus completing every question at 22.7 seconds average latency and about 6,700 tokens per task, versus 37.9 seconds and roughly 49,000 tokens for agentic RAG, and 84.1 seconds and about 528,000 tokens for the coding agent, which finished only 63% of the questions.[^2] That is roughly 7× fewer tokens than RAG and about 80× fewer than the coding agent. The accuracy column is more sobering than the headline claims suggest: Nexus scores 0.680, against 0.413 for agentic RAG and 0.585 for the coding agent.[^2] Nexus wins the comparison clearly, but 68% on the vendor's own harness is not a solved problem.\\n\\nThe public-preview post adds three customer-facing evaluations, all on small question sets. Q2, a digital-banking infrastructure provider, ran its own benchmark without Pinecone in the loop and reported a 95% F1 score across a 20-question eval set; its chief data scientist, Jesse Barbour, said his team could \\\"easily stand up a vector database and run RAG\\\" over its corpus, and that \\\"the hard part is getting an agent to reliably and efficiently assemble the right knowledge for genuinely difficult questions.\\\"[^3] A second benchmark, which Pinecone says it ran with a legal-research AI company over 30,000 documents of EU case law and legislation, pitted Nexus against agentic RAG and a coding agent across 35 questions: Pinecone reports 100% completion at 87% accuracy for Nexus versus 66% completion at 45% accuracy for RAG and 6% completion at 4% accuracy for the coding agent, with token use roughly 9–15× lower.[^3][^4] A third, run with a data-protection vendor across 598 municipal-meeting documents, reports 90% accuracy against a 65% RAG baseline on a 100-question set, with a one-time curation cost of $2.31 to compile the corpus into twelve artifact types in 34 minutes.[^3]\\n\\nThe direction is consistent across all four: compile once, and the per-query cost collapses. The evidentiary weight is thinner than it first appears. Only the KRAFTBench and legal benchmarks report a full head-to-head against RAG on completion, accuracy, and tokens together; Q2 published no RAG baseline or token comparison beyond its executive's assertion, and the municipal benchmark reports cost per query rather than a token comparison. The corpora are large; the question sets are 20, 35, 100, and 150 items.\\n\\n## Is RAG actually \\\"dead\\\"?\\n\\nHeadlines raced ahead of the product back in May, when Nexus was still early access. VentureBeat framed it as \\\"the RAG era is ending for agentic AI\\\" on the day of the announcement, and The New Stack ran \\\"the company that made RAG mainstream is now betting against it\\\" two days later.[^5][^6] That is a good story, and an incomplete one.\\n\\nStart with scope. Pinecone says Nexus is \\\"built for bounded corpora where agents need to reason across documents,\\\" at its best where a single question touches dozens of files and standard retrieval starts falling apart.[^3] That is a real and common shape — financial filings, case law, support archives, government records — but it is a shape, not the whole space. A knowledge base that changes hourly, an open-ended web search, or a lookup that only ever needs one chunk are not obviously improved by paying an upfront compilation cost. Pinecone scopes Nexus to bounded corpora but does not extend that caution to the cases above; its launch materials illustrate Nexus working over fast-moving operational estates that include Slack, Gong, and Jira (as example data sources rather than shipped connectors), and it launched a marketplace of more than 90 knowledge applications spanning sales, HR, and support.[^1] Exactly where the limits fall is a reading of the evidence, not a line the vendor draws.\\n\\nThe counterargument that holds up best is that retrieval is not disappearing so much as being re-drawn. In January 2026 — months before Nexus existed publicly — Algolia published a rebuttal to a viral essay titled \\\"The RAG Obituary,\\\" arguing that the case against RAG is really a case against \\\"naive, slow, passive implementations,\\\" and that once hybrid keyword-and-vector retrieval is \\\"fast, structured, predictable, and directly callable by the model, the distinction of RAG vs agents becomes obsolete.\\\"[^7] Algolia sells retrieval, so read it with the same skepticism as Pinecone's benchmarks; but the continuum argument is the one that survives contact with real systems. Compiling knowledge upfront and retrieving it at query time are points on a spectrum, and where a given workload lands depends on how bounded and how stable its corpus is. Pinecone is also not alone in the compilation direction — InfoQ points to comparable efforts from Cognite, RelationalAI, and LlamaIndex, among others.[^4]\\n\\nWhere boosters and skeptics agree is the underlying insight, and it is worth taking seriously even if you never touch Nexus: for agents working a fixed corpus, making the model rediscover the same structure on every task is waste. That is the same lesson showing up in adjacent work on [agent memory systems](/microsoft-memora-huawei-jiuwenmemory-agent-memory) and on [how many tools an agent can realistically juggle](/how-many-tools-can-an-ai-agent-handle) — the bottleneck in 2026 is less often the model and more often the context you hand it.\\n\\n## Why it matters if you are building agents\\n\\nThe practical takeaway is not \\\"rip out your RAG pipeline.\\\" It is a question worth asking about any agent you are shipping: how much of its token bill and latency is spent re-deriving structure it could have been handed? If an agent repeatedly loops over the same bounded set of documents to answer variations of the same question, the compilation-first model is a genuinely different cost curve, because the reasoning-about-the-corpus work is amortized once instead of paid per query.[^2][^3]\\n\\nThere are trade-offs the benchmarks do not foreground. Compilation adds an upstream step — someone has to author the Manifest and re-curate when the corpus drifts — which shifts effort rather than erasing it, and it fits corpora stable enough to be worth compiling.[^3] It also concentrates a great deal in one vendor's curation layer and query surface; the LangChain and Teradata collaborations suggest Pinecone knows a single-vendor interface is a hard sell, and the bring-your-own-cloud option and field-level provenance are the answers it offers to the governance version of the same worry.[^1][^3] For teams already thinking in terms of [context engineering rather than prompt engineering](/claude-memory-tool-context-editing-typescript-tutorial), and for anyone weighing how much agent behavior should be pinned down at build time versus discovered at run time (the same tension underneath [agent tooling protocols like MCP](/mcp-stateless-protocol-enterprise-authorization)), Nexus is a clear, well-argued data point — provided you read its benchmarks as the vendor's case rather than a settled result.\\n\\n## FAQ\\n\\n**What is Pinecone Nexus?** It is a \\\"knowledge engine\\\" for AI agents, announced May 4, 2026 and in public preview since July 1, 2026. It compiles an enterprise's scattered documents into structured, task-specific artifacts ahead of time, so agents query a pre-built knowledge layer through the KnowQL query language instead of retrieving and reassembling raw chunks on every request.[^1][^3]\\n\\n**Is RAG dead in 2026?** No — but standard \\\"retrieve-then-generate\\\" RAG is being narrowed. For bounded, slow-changing corpora, compilation-first approaches can beat agentic RAG on accuracy and token cost; for fast-changing or open-ended data, retrieval remains the right tool. The realistic framing is a spectrum, not a death.[^5][^7]\\n\\n**How is a knowledge engine different from a vector database?** A vector database finds relevant chunks at query time. A knowledge engine sits above search and pre-compiles those sources into typed, governed artifacts, so the agent reads a mostly-finished answer instead of assembling one. Pinecone describes Nexus as \\\"a knowledge engine, not a retrieval system,\\\" and says its vector database remains the foundation underneath.[^1][^2]\\n\\n**What is KnowQL?** KnowQL — Knowledge Query Language — is Pinecone's declarative query language and the single interface agents use to talk to Nexus. Like SQL, the agent declares the answer it needs, the shape it wants, and its constraints, and the engine plans how to compose it, returning typed responses with field-level citations.[^2] LangChain and Teradata have said they are working with Pinecone to advance it.[^1]\\n\\n**Are the performance numbers independent?** No. They come from Pinecone's own KRAFTBench harness and from early customers evaluating on Pinecone's preview environment — one of whom, Q2, ran its evaluation without Pinecone involved, though still on Pinecone's platform. The eval sets range from 20 to 150 questions. Treat them as the vendor's case until third parties reproduce them.[^2][^3][^5]\\n\\n**Can I run it without sending Pinecone my data?** Pinecone points to a bring-your-own-cloud deployment where the cluster runs inside your own VPC, which the company says means your documents never leave your infrastructure. It is request-gated for production workloads, and Pinecone described BYOC coverage for Nexus as arriving \\\"very soon\\\" as of its May launch. The hosted preview playground is the lower-commitment way to try it.[^1][^3]\\n\\n[^1]: Pinecone, \\\"Pinecone Nexus: The Knowledge Engine for Agents\\\" (launch announcement; Ash Ashutosh and Edo Liberty, May 4, 2026). https://www.pinecone.io/blog/knowledge-infrastructure-for-agents/\\n[^2]: Pinecone, \\\"Better Models Won't Save Your Agent\\\" (engineering deep dive and KRAFTBench results; Jeff Zhu and Siva Ragavan, May 4, 2026). https://www.pinecone.io/blog/introducing-nexus-knowledge-engine/\\n[^3]: Pinecone, \\\"Pinecone Nexus Is Now in Public Preview\\\" (Jasmeet Singh Gujral and Lea Wang-Tomic, July 1, 2026). https://www.pinecone.io/blog/pinecone-nexus-public-preview/\\n[^4]: Sergio De Simone, \\\"Pinecone Introduces Nexus Engine for Compiling Business Context into Structured Data for AI Agents,\\\" InfoQ, July 18, 2026. https://www.infoq.com/news/2026/07/pinecon-nexus-knowledge-engine/\\n[^5]: Janakiram MSV, \\\"The company that made RAG mainstream is now betting against it,\\\" The New Stack, May 6, 2026. https://thenewstack.io/pinecone-nexus-rag-obsolete/\\n[^6]: \\\"The RAG era is ending for agentic AI — a new compilation-stage knowledge layer is what comes next,\\\" VentureBeat, May 4, 2026. https://venturebeat.com/data/the-rag-era-is-ending-for-agentic-ai-a-new-compilation-stage-knowledge-layer-is-what-comes-next\\n[^7]: Alex Webb, \\\"No, RAG is not dead,\\\" Algolia, January 15, 2026 — a response to the viral essay \\\"The RAG Obituary: Killed By Agents, Buried By Context Windows.\\\" https://www.algolia.com/blog/ai/rag-is-not-dead\\n[^8]: Pinecone, \\\"What is Context Engineering?\\\" https://www.pinecone.io/learn/context-engineering/\\n\"])</script><script>self.__next_f.push([1,\"9:[[\\\"$\\\",\\\"script\\\",null,{\\\"type\\\":\\\"application/ld+json\\\",\\\"dangerouslySetInnerHTML\\\":{\\\"__html\\\":\\\"$1e\\\"}}],[\\\"$\\\",\\\"$L1f\\\",null,{\\\"post\\\":{\\\"slug\\\":\\\"ietf-ai-agent-protocol-standard-agentproto\\\",\\\"content\\\":\\\"$20\\\",\\\"frontmatter\\\":{\\\"description\\\":\\\"At IETF 126 in Vienna, the agentproto BoF put AI agent protocols like MCP and A2A under standards-body scrutiny. 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type=\"application/ld+json\">{\"@context\":\"https:\\/\\/schema.org\",\"@type\":\"NewsArticle\",\"mainEntityOfPage\":{\"@type\":\"WebPage\",\"@id\":\"https:\\/\\/www.techtimes.com\\/articles\\/320919\\/20260718\\/competing-ai-agent-protocols-face-ietf-standards-scrutiny-vienna-meeting.htm\"},\"url\":\"https:\\/\\/www.techtimes.com\\/articles\\/320919\\/20260718\\/competing-ai-agent-protocols-face-ietf-standards-scrutiny-vienna-meeting.htm\",\"headline\":\"Competing AI Agent Protocols Face IETF Standards Scrutiny at Vienna Meeting\",\"datePublished\":\"2026-07-18T12:24:02-04:00\",\"dateModified\":\"2026-07-18T12:24:02-04:00\",\"publisher\":{\"@type\":\"NewsMediaOrganization\",\"name\":\"Tech Times\",\"url\":\"https:\\/\\/www.techtimes.com\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https:\\/\\/g.techtimes.com\\/themes\\/favicons\\/apple-touch-icon.png\",\"width\":180,\"height\":180},\"sameAs\":[\"https:\\/\\/www.facebook.com\\/techtimes\\/\",\"https:\\/\\/instagram.com\\/techtimes\"]},\"description\":\"AI agent protocols IETF standard review begins at IETF 126 Vienna this week, where the agentproto Birds-of-a-Feather session Thursday could charter a working group to produce the first formal RFC for...\",\"articleBody\":\"\\n\\nThe 126th meeting of the Internet Engineering Task Force &mdash; the volunteer-driven body whose output shapes every protocol the modern internet runs on &mdash; opened Saturday in Vienna and runs through July 24. The Hackathon and Code Sprint are underway this weekend. Full working group sessions begin Monday and continue through Friday afternoon. For engineers who architect multi-agent systems, the most consequential two hours of the week happen Thursday morning.\\nThat is when a Birds-of-a-Feather session called agentproto convenes to address a problem that has been building for the past eighteen months: five competing AI agent protocols &mdash; Anthropic's Model Context Protocol, Google's Agent2Agent, the Agent Communication Protocol, the Agent Network Protocol, and Cisco's Agntcy Framework &mdash; have each staked out overlapping territory without any of them clearing the one bar that makes a protocol truly interoperable across organizational boundaries. That bar is an IETF RFC.\\nThe agentproto session is not a product announcement or a panel discussion. It is the formal mechanism by which the IETF decides whether to charter a Working Group. If it does, the resulting standard &mdash; likely an RFC two to three years out &mdash; would establish the protocol baseline that every vendor shipping inter-domain AI agent infrastructure would eventually need to implement. If the session reveals too much disagreement to proceed, the community returns to the mailing list and the current landscape of competing proprietary-ish standards continues. The IETF has published a full overview of the five scheduled BoFs.\\nThis is the decision the Vint Cerf warning pointed toward. Six days before IETF 126 opened, TechTimes published Cerf's retirement argument: that AI agent systems running at machine speed cannot tolerate the semantic ambiguity of natural-language inter-agent communication, and that the industry will be forced &mdash; as it was in 1974 &mdash; toward formal, unambiguous protocols.\\n\\nWhat the IETF Is, and Why Its Output Lasts\\nThe IETF has been producing open internet standards since 1986. It operates without formal membership requirements &mdash; any engineer can participate &mdash; and it makes decisions through \\\"rough consensus and running code,\\\" not by vote. Its output, published as Request for Comments (RFC) documents, is freely available and forms the basis for TLS (which secures browser connections), DNS (which translates domain names into addresses), QUIC (the transport layer underlying most of HTTP\\/3), and BGP (the routing protocol connecting the global network of autonomous systems).\\nThe IETF process is slow by commercial standards, intentionally. A proposal typically moves from a Birds-of-a-Feather session to a Working Group charter, through multiple Internet-Draft revisions, through IETF-wide last call and Area Director review, to publication as an RFC. The typical timeline from a BoF to a published Internet Standard runs two to four years. That deliberateness is also what makes an IETF RFC uniquely durable: once a protocol is an RFC, it becomes the baseline every implementation must match for genuine interoperability.\\nThe meeting in Vienna is hosted at the Hilton Vienna Park. Approximately 1,000 engineers are in attendance in person, with additional remote participation available for all sessions. A plenary is scheduled for Wednesday, July 22. Session recordings will be posted to the IETF's YouTube channel; agendas, drafts, and materials are available on the IETF Datatracker.\\nFive BoFs: Why Three Are About AI\\nOf the five Birds-of-a-Feather sessions scheduled at IETF 126, three concern AI agent communication &mdash; an unusual concentration that reflects how rapidly the problem has moved from a vendor concern to an internet-infrastructure concern.\\nPTTH &mdash; Reversing the HTTP Client-Server Model (Monday, July 20)\\nThe first BoF of the week revisits a concept that received its inaugural hearing at IETF 123. PTTH proponents return with a proposed Working Group charter. The goal is a standardized, secure method for swapping the HTTP server and client roles &mdash; useful when a server is intended to be accessed by only a small number of pre-approved clients that the server can reach directly, and is not publicly accessible. Currently, several proprietary and vendor-specific solutions handle this use case separately; PTTH would replace them with a single interoperable standard.\\nDAWN &mdash; Decentralized Agent and Workload Discovery (Tuesday, July 21)\\nDAWN is seeking Working Group status to define requirements and protocol solutions for an automated, decentralized, interoperable discovery mechanism &mdash; one that can operate at the scale of distributed processing environments where components arrive without pre-configured knowledge of each other. AI agent-to-agent communication is an explicit part of DAWN's scope.\\nThe discovery gap DAWN targets is the same one that produced DNS-AID, an open standard the Linux Foundation accepted in May 2026. DNS-AID lets AI agents publish their endpoints and capabilities as standard DNS records, enabling discovery without a centralized registry. DAWN would define the broader requirements framework; DNS-AID represents one candidate solution within that space.\\n\\nCURRENT &mdash; Post-Quantum Key Management for Network Transport (Tuesday, July 21)\\nCURRENT aims to charter a Working Group to define a two-party security protocol using Messaging Layer Security (MLS) for key management. MLS, already an IETF standard (RFC 9420), provides forward secrecy, post-compromise security, and asynchronous key ratcheting &mdash; and it already supports post-quantum cryptography alongside traditional algorithms. CURRENT would bring MLS's key-management capabilities down into the network transport layer, where they can protect protocols that rely on classical public-key cryptography (RSA, elliptic-curve) against the eventual arrival of quantum computing capable of breaking those schemes. The formal verification work that was applied to MLS's design gives CURRENT a stronger starting point than most new protocol proposals.\\nDMSC &mdash; AI Agent Gateway Model (Wednesday, July 22)\\nDMSC is explicitly non-Working-Group-forming &mdash; it is a diagnostic session. The goal is to map the terrain for AI agent gateway-mediated collaboration: capability exposure, request forwarding, coordination, synchronization, policy control, observability, and secure inter-agent communication. DMSC will profile existing and evolving mechanisms defined elsewhere, identify what is missing, and determine whether a formal gateway model definition would provide material benefit. Its output will likely feed into agentproto's Working Group charter discussions.\\nAgentproto: What Is Actually Being Decided Thursday\\nThe agentproto BoF, scheduled for Thursday July 23 at 09:00 Central European Summer Time (03:00 ET), is where the structural question becomes explicit.\\nThe past eighteen months produced a rush of competing, overlapping protocols for connecting AI agents to tools and to each other: Anthropic's Model Context Protocol, Google's Agent2Agent, the Agent Communication Protocol, the Agent Network Protocol, and Cisco's Agntcy Framework, among others. Each addresses different layers of the problem. MCP &mdash; donated by Anthropic to the Linux Foundation's Agentic AI Foundation in December 2025 &mdash; had reached 97 million monthly SDK downloads by early 2026, and was adopted by every major AI provider. A2A, donated by Google to the Linux Foundation in June 2025, had 150 organizational supporters by April 2026, including AWS, Cisco, IBM, Microsoft, Salesforce, SAP, and ServiceNow.\\nNone of that market momentum resolves the inter-domain interoperability problem. MCP standardizes how a single agent connects to external tools and data &mdash; the client-server layer. A2A standardizes how agents discover each other's capabilities and delegate tasks &mdash; the peer-to-peer layer. What neither protocol currently addresses is the full set of requirements the Rosenberg-Jennings framework identifies for agent communication at internet scale: cross-domain identity federation, multi-hop lifecycle management, user confirmation before irreversible API actions, and protocol-level attribution for security incidents.\\nThe agentproto BoF builds on a well-attended IETF 124 side meeting and on that framework document, authored by Jonathan Rosenberg of Five9 and Cullen Jennings of Cisco. Rosenberg is also the lead author of RFC 3261, the Session Initiation Protocol &mdash; the standard that governs real-time communications across the internet today. His involvement signals that the agentproto work is being approached with the same scope and seriousness as the protocols that underpin voice and video communication.\\nThe Rosenberg-Jennings Internet-Draft explicitly frames AI agent protocols as a potential new layer sitting above HTTP, SIP, and RTP in the internet stack &mdash; the same position in the architecture that those application-layer protocols occupy above IP, TCP, UDP, and QUIC. If the IETF charters a Working Group on that basis, it is asserting that AI agent communication is an internet-layer problem &mdash; not a product-layer problem &mdash; and the resulting RFC would carry the same implementation authority as any other foundational internet standard.\\nWhy Prompt Injection Is the Security Test Agentproto Must Pass\\nThe security implications of an unresolved protocol landscape are among the most concrete technical arguments for standardization. The Rosenberg-Jennings framework dedicates a section to prompt injection attacks in the multi-agent context, and the problem it describes is structurally different from single-agent prompt injection.\\nIn a multi-agent system, a malicious user interacting with Agent A can craft input specifically designed to propagate through Agent A to Agent Z &mdash; a second agent that Agent A invokes. Because Agent A relays content from the user to Agent Z as part of normal operation, the injection can bypass the defenses of the first agent entirely and exploit the trust relationship between agents. The Rosenberg-Jennings document describes this as introducing a \\\"new threat vector\\\" distinct from direct injection, and explicitly states that prompt injection attacks are \\\"notoriously difficult to prevent\\\". The protocol-level response is not prevention but attribution: the standard must introduce mechanisms for diagnosis, logging, and traceability so that when an incident occurs, security teams can reconstruct what happened and which agent was responsible.\\nOWASP has ranked prompt injection as the top security risk among its Top 10 threats for LLM-based applications. Documented real-world incidents include injections through public Slack channels leaking private channel content, injections through GitHub issues extracting developer credentials, and injections via web pages redirecting user data to attacker-controlled servers. None of these incidents involved inter-domain agent cascades; the agentproto work is addressing a threat vector that current defenses were not designed for.\\nWhether Thursday's session produces a Working Group charter &mdash; or surfaces disagreements sufficient to send the work back to the mailing list &mdash; will be visible in real time. The mailing list archive (agent2agent list at mailarchive.ietf.org) has been active for months. The session materials will be posted to the IETF Datatracker before the session.\\nRest of the Week: BGP Security, DNS, and PQC\\nBeyond the BoFs, the established Working Groups advancing existing standards work span the full IETF agenda.\\nRouting Security (SIDROPS\\/RPKI). The SIDR Operations Working Group develops guidance for deploying Secure Inter-Domain Routing technology &mdash; the Resource Public Key Infrastructure (RPKI), BGP origin validation, and BGPsec &mdash; while maintaining routing stability during the transition to fully RPKI-aware networks. One active draft addresses a subtle but consequential problem: annotating BGP routes with RPKI-derived validation states in transitive path attributes causes global flooding of BGP UPDATE messages whenever Route Origin Authorizations are issued or revoked. The recommendation is to avoid carrying those validation states in transitive attributes &mdash; a change to standard routing practice with potential stability implications for operators who have already implemented such tagging.\\nDNS Operations (DNSOP). The DNS Operations Working Group develops guidelines for DNS software operation, service administration, and zone management. Active items this cycle include post-quantum algorithm selection for DNSSEC, where engineers are weighing signature-size tradeoffs against security conservatism in a post-NIST-standardization environment. NIST finalized its first post-quantum cryptography standards in August 2024.\\nSecurity Area Advisory Group (SAAG). The Security Area open meeting is a cross-cutting forum for security and privacy concerns across all IETF working areas. SAAG sessions typically surface issues that do not fit neatly into any single working group's charter; given the volume of AI-adjacent security work in progress, this year's session is expected to be particularly active.\\nWhat the Vienna Meeting Actually Decides\\nIETF meetings produce documents, not products. The working group sessions in Vienna will advance drafts, close issues, and identify gaps. The BoFs will reveal whether there is community consensus and organizational energy sufficient to charter new working groups. What gets chartered in Vienna &mdash; and what does not &mdash; shapes what the RFC pipeline looks like in 2027 and 2028.\\nThe velocity of AI agent deployment has outrun the standards community's ability to produce RFCs on the same schedule. The agentproto BoF is the formal acknowledgment of that gap. Companies building multi-agent platforms, API providers, and enterprise software vendors will read Thursday's session outcome as a signal: either the IETF will standardize agent-to-agent communication in a way that overrides vendor choices, or the market-dominant protocols (MCP, A2A) will establish their current architectures as the baseline by default.\\nVint Cerf's argument &mdash; that TCP\\/IP succeeded not because it was technically superior to its competitors, but because it was open, free, and required running implementations &mdash; applies directly here. The IETF was designed to be the body that makes that call. Whether it does so for AI agent protocols, or defers to protocols already deployed at 97 million downloads per month, is the question Vienna is answering this week.\\nSession materials and recordings from IETF 126 will be posted to the IETF Datatracker and the IETF YouTube channel as sessions conclude. IETF 127 is scheduled for November 14&ndash;20, 2026, in San Francisco, hosted at the Hilton Union Square.\\n\\nFrequently Asked Questions\\nWhat is a Birds-of-a-Feather session at an IETF meeting, and what does \\\"working-group-forming\\\" mean?\\nA Birds-of-a-Feather session is an initial, community-wide discussion about a topic that may be ready for new IETF work. Some BoFs are working-group-forming: they arrive with a draft charter and aim to confirm that there is sufficient consensus and scope to spin up a new Working Group. Others are non-working-group-forming &mdash; designed to map a problem space and identify gaps before committing to a charter. For agentproto and DAWN, the goal is to form working groups. For DMSC, the goal is diagnostic. When a Working Group is chartered, it produces Internet-Drafts that eventually become RFCs &mdash; the binding technical specifications that every implementation of a given protocol must satisfy.\\nHow does prompt injection change when AI agents communicate with each other, and why does it matter for the agentproto standard?\\nIn a single-agent system, prompt injection means a user crafts malicious input to override that agent's instructions. In a multi-agent system, the attack can cascade: a user injects into Agent A, which relays the content to Agent B as part of normal operation, and Agent B &mdash; which trusts Agent A &mdash; executes the malicious instruction. The injected command travels through the trust relationship between agents, bypassing the first agent's defenses entirely. OWASP lists prompt injection as the top threat to LLM-based applications, and documented real-world incidents already show injection via public channels, documents, and web pages. The agentproto work addresses this at the protocol layer by requiring that any agent-to-agent communication standard include mechanisms for logging, attribution, and incident reconstruction &mdash; not just application-level detection, which is insufficient for cross-domain attacks.\\nWhat is the technical difference between MCP and A2A, and what would an IETF standard add that they do not cover?\\nMCP (Model Context Protocol) is a client-server protocol: an AI agent reaches out to a tool, database, or API and requests data or actions. A2A (Agent2Agent Protocol) is a peer-to-peer protocol: two agents discover each other's capabilities via Agent Cards (JSON documents at well-known URLs), then coordinate tasks using HTTP, Server-Sent Events, and JSON-RPC. MCP had 97 million monthly SDK downloads by early 2026; A2A had 150 organizational supporters. What neither currently specifies is: cross-domain identity federation (how one organization's agent proves to another's that it is authorized to act on a user's behalf), multi-hop lifecycle management (what happens to an agent chain when one node in the chain fails), user confirmation requirements before irreversible API calls, and protocol-level security attribution for prompt injection incidents. These are the gaps the Rosenberg-Jennings framework document identified as requiring IETF-level standardization.\\nWhat is post-quantum cryptography and why is the CURRENT BoF addressing it at the network transport layer?\\nPost-quantum cryptography refers to encryption and signature algorithms designed to remain secure against attacks from quantum computers. Current internet security &mdash; TLS, HTTPS, QUIC, DNS-over-TLS &mdash; relies heavily on RSA and elliptic-curve schemes that would be vulnerable to Shor's algorithm on a sufficiently powerful quantum computer. NIST finalized its first post-quantum standards in August 2024. The CURRENT BoF targets network transport specifically because the threat is not purely future-dated: \\\"harvest now, decrypt later\\\" attacks allow an adversary to intercept encrypted traffic today and decrypt it once quantum computing matures. CURRENT would use Messaging Layer Security (RFC 9420) &mdash; which already supports post-quantum algorithms alongside classical ones, and has been formally verified &mdash; to define a rekeying mechanism robust against both classical and quantum adversaries at the transport layer, below the application protocols that depend on it.\\n\\n\",\"thumbnailUrl\":\"https:\\/\\/d.techtimes.com\\/en\\/full\\/469166\\/screenshot-2026-07-18-120043.png\",\"image\":[{\"@type\":\"ImageObject\",\"url\":\"https:\\/\\/d.techtimes.com\\/en\\/full\\/469166\\/screenshot-2026-07-18-120043.png?w=1600&h=900&l=50&t=49&q=88&f=757be797e2059d3783b0d005c666bab2\",\"width\":1600,\"height\":900,\"caption\":\"IETF 126 Hackathon on July 18, 2026.\"},{\"@type\":\"ImageObject\",\"url\":\"https:\\/\\/d.techtimes.com\\/en\\/full\\/469166\\/screenshot-2026-07-18-120043.png?w=1600&h=1200&l=50&t=49&q=88&f=b934ffa0f42725ca0d3579c7b832674b\",\"width\":1600,\"height\":1200,\"caption\":\"IETF 126 Hackathon on July 18, 2026.\"},{\"@type\":\"ImageObject\",\"url\":\"https:\\/\\/d.techtimes.com\\/en\\/full\\/469166\\/screenshot-2026-07-18-120043.png?w=1600&h=1600&l=50&t=49&q=88&f=9a963edccbb53a663928594b396ae8a9\",\"width\":1600,\"height\":1600,\"caption\":\"IETF 126 Hackathon on July 18, 2026.\"}],\"articleSection\":\"Artificial Intelligence\",\"author\":[{\"@type\":\"Person\",\"name\":\"Henry Baker\",\"url\":\"https:\\/\\/www.techtimes.com\\/reporters\\/henry-baker\"}],\"keywords\":[\"agentproto BoF\",\"IETF 126 Vienna\",\"Model Context Protocol MCP\",\"AI Agents\",\"IETF\",\"internet standards\",\"prompt injection\",\"post-quantum cryptography\"],\"speakable\":{\"@type\":\"SpeakableSpecification\",\"xPath\":[\"\\/html\\/head\\/title\",\"\\/html\\/head\\/meta[@name='description']\\/@content\"]},\"isAccessibleForFree\":\"true\"}</script> <script 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class=\"archive-header\"></ul><div class=\"article-page\"><div class=\"article-header\"><h1>Competing AI Agent Protocols Face IETF Standards Scrutiny at Vienna Meeting</h1><h4 class=\"m-title\">The agentproto BoF on Thursday will decide if the internet gets a formal AI agent standard</h4></div><div class=\"row\"><div class=\"col-md-8 main_column\"><div class=\"article-body\"><div class=\"byline-social flex-xs flex-wrap jc-sb ai-c\"><div class=\"byline\">\n<span class=\"by\">By</span>\n<span class=\"author\">\n<a href=\"https://www.techtimes.com/reporters/henry-baker\" class=\"author-name\" rel=\"author\"> Henry Baker </a>\n</span>\n<br>\n<time><time itemprop=\"datePublished\" datetime=\"2026-07-18T16:24:02+00:00\">Published: Jul 18 2026, 12:24 PM EDT</time></time></div><div class=\"social-share flex-xs ai-c jc-fe\">\n<a 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class=\"article-text v_text\" id=\"v_article\"><div class=\"tnc\"></div><div class=\"content article-body\">\n<figure class=\"imageNone\" style=\"\"><div class=\"inBox\"><div class=\"innerBox\" style=\"height:0;padding-bottom:69.25%\">\n<picture class=\"mapping-embed\" width=\"836\" height=\"579\"><source type=\"image/webp\" media=\"(min-width: 1024px)\" sizes=\"836px\" srcset=\"https://d.techtimes.com/en/full/469166/screenshot-2026-07-18-120043.webp?w=836&amp;f=2a45bece53b25bdcdd39493f0e38a3c6 836w\"><source type=\"image/png\" media=\"(min-width: 1024px)\" sizes=\"836px\" srcset=\"https://d.techtimes.com/en/full/469166/screenshot-2026-07-18-120043.png?w=836&amp;f=2a45bece53b25bdcdd39493f0e38a3c6 836w\"><source type=\"image/webp\" media=\"(min-width: 768px)\" sizes=\"577px\" srcset=\"https://d.techtimes.com/en/full/469166/screenshot-2026-07-18-120043.webp?w=577&amp;f=6499c353d53e7c87447064ae919477c9 577w\"><source type=\"image/png\" media=\"(min-width: 768px)\" sizes=\"577px\" srcset=\"https://d.techtimes.com/en/full/469166/screenshot-2026-07-18-120043.png?w=577&amp;f=6499c353d53e7c87447064ae919477c9 577w\"><source type=\"image/webp\" media=\"(min-width: 480px)\" sizes=\"768px\" srcset=\"https://d.techtimes.com/en/full/469166/screenshot-2026-07-18-120043.webp?w=768&amp;f=12357df25ac2110bbb3ca3c1b2210c35 768w\"><source type=\"image/png\" media=\"(min-width: 480px)\" sizes=\"768px\" srcset=\"https://d.techtimes.com/en/full/469166/screenshot-2026-07-18-120043.png?w=768&amp;f=12357df25ac2110bbb3ca3c1b2210c35 768w\"><source type=\"image/webp\" media=\"(min-width: 0px)\" sizes=\"480px\" srcset=\"https://d.techtimes.com/en/full/469166/screenshot-2026-07-18-120043.webp?w=480&amp;f=9d9ed99fd16b0ef2322352231d134538 480w\"><source type=\"image/png\" media=\"(min-width: 0px)\" sizes=\"480px\" srcset=\"https://d.techtimes.com/en/full/469166/screenshot-2026-07-18-120043.png?w=480&amp;f=9d9ed99fd16b0ef2322352231d134538 480w\"><source type=\"image/webp\" srcset=\"https://d.techtimes.com/en/full/469166/screenshot-2026-07-18-120043.webp?w=836&amp;f=2a45bece53b25bdcdd39493f0e38a3c6\"><img class=\"mapping-embed imgPhoto\" id=\"i469166\"  src=\"https://d.techtimes.com/en/full/469166/screenshot-2026-07-18-120043.png?w=836&amp;f=2a45bece53b25bdcdd39493f0e38a3c6\" alt=\"Screenshot 2026-07-18 120043\" width=\"836\" height=\"579\" height=\"579\" /></picture></div>\n<figcaption class=\"caption\" style=\"max-width:1200px;\">\n<span class=\"cap\">IETF 126 Hackathon on July 18, 2026.</span>\n<span class=\"credit\">Ietf.org</span>\n</figcaption></div>\n</figure><div><div><p>The <a rel=\"nofollow\" href=\"https://www.ietf.org/meeting/126/\">126th meeting of the Internet Engineering Task Force</a> &mdash; the volunteer-driven body whose output shapes every protocol the modern internet runs on &mdash; opened Saturday in Vienna and runs through July 24. The Hackathon and Code Sprint are underway this weekend. Full working group sessions begin Monday and continue through Friday afternoon. For engineers who architect multi-agent systems, the most consequential two hours of the week happen Thursday morning.</p><p>That is when a Birds-of-a-Feather session called agentproto convenes to address a problem that has been building for the past eighteen months: five competing AI agent protocols &mdash; Anthropic's Model Context Protocol, Google's Agent2Agent, the Agent Communication Protocol, the Agent Network Protocol, and Cisco's Agntcy Framework &mdash; have each staked out overlapping territory without any of them clearing the one bar that makes a protocol truly interoperable across organizational boundaries. That bar is an IETF RFC.</p><p>The agentproto session is not a product announcement or a panel discussion. It is the formal mechanism by which the IETF decides whether to charter a Working Group. If it does, the resulting standard &mdash; likely an RFC two to three years out &mdash; would establish the protocol baseline that every vendor shipping inter-domain AI agent infrastructure would eventually need to implement. If the session reveals too much disagreement to proceed, the community returns to the mailing list and the current landscape of competing proprietary-ish standards continues. The <a rel=\"nofollow\" href=\"https://www.ietf.org/blog/ietf126-bofs/\">IETF has published a full overview of the five scheduled BoFs</a>.</p><p>This is the decision the Vint Cerf warning pointed toward. Six days before IETF 126 opened, TechTimes published Cerf's retirement argument: that AI agent systems running at machine speed cannot tolerate the semantic ambiguity of natural-language inter-agent communication, and that the industry will be forced &mdash; as it was in 1974 &mdash; toward formal, unambiguous protocols.</p><div><p><strong>Read more:</strong>\n<a href=\"/articles/320264/20260712/vint-cerf-retires-google-warning-ai-agents-need-real-protocols.htm\"><strong>Vint Cerf Retires From Google With a Warning: AI Agents Need Real Protocols</strong></a></p></div><h3>What the IETF Is, and Why Its Output Lasts</h3><p><a rel=\"nofollow\" href=\"https://www.ietf.org/about/introduction/\">The IETF has been producing open internet standards since 1986</a>. It operates without formal membership requirements &mdash; any engineer can participate &mdash; and it makes decisions through \"rough consensus and running code,\" not by vote. Its output, published as Request for Comments (RFC) documents, is freely available and forms the basis for TLS (which secures browser connections), DNS (which translates domain names into addresses), QUIC (the transport layer underlying most of HTTP/3), and BGP (the routing protocol connecting the global network of autonomous systems).</p><p>The IETF process is slow by commercial standards, intentionally. A proposal typically moves from a Birds-of-a-Feather session to a Working Group charter, through multiple Internet-Draft revisions, through IETF-wide last call and Area Director review, to publication as an RFC. The typical timeline from a BoF to a published Internet Standard runs two to four years. That deliberateness is also what makes an IETF RFC uniquely durable: once a protocol is an RFC, it becomes the baseline every implementation must match for genuine interoperability.</p><p>The meeting in Vienna is hosted at the <a rel=\"nofollow\" href=\"https://www.ietf.org/meeting/126/\">Hilton Vienna Park</a>. Approximately 1,000 engineers are in attendance in person, with additional remote participation available for all sessions. A plenary is scheduled for Wednesday, July 22. Session recordings will be posted to the IETF's YouTube channel; agendas, drafts, and materials are available on the IETF Datatracker.</p><h3>Five BoFs: Why Three Are About AI</h3><p>Of the <a rel=\"nofollow\" href=\"https://labs.ripe.net/author/greg-wood/birds-of-a-feather-at-ietf-126-vienna/\">five Birds-of-a-Feather sessions scheduled at IETF 126</a>, three concern AI agent communication &mdash; an unusual concentration that reflects how rapidly the problem has moved from a vendor concern to an internet-infrastructure concern.</p><p><strong>PTTH &mdash; Reversing the HTTP Client-Server Model (Monday, July 20)</strong></p><p>The first BoF of the week revisits a concept that received its inaugural hearing at IETF 123. PTTH proponents return with a proposed Working Group charter. The goal is a <a rel=\"nofollow\" href=\"https://labs.ripe.net/author/greg-wood/birds-of-a-feather-at-ietf-126-vienna/\">standardized, secure method for swapping the HTTP server and client roles</a> &mdash; useful when a server is intended to be accessed by only a small number of pre-approved clients that the server can reach directly, and is not publicly accessible. Currently, several proprietary and vendor-specific solutions handle this use case separately; PTTH would replace them with a single interoperable standard.</p><p><strong>DAWN &mdash; Decentralized Agent and Workload Discovery (Tuesday, July 21)</strong></p><p>DAWN is seeking Working Group status to define requirements and protocol solutions for <a rel=\"nofollow\" href=\"https://labs.ripe.net/author/greg-wood/birds-of-a-feather-at-ietf-126-vienna/\">an automated, decentralized, interoperable discovery mechanism</a> &mdash; one that can operate at the scale of distributed processing environments where components arrive without pre-configured knowledge of each other. AI agent-to-agent communication is an explicit part of DAWN's scope.</p><p>The discovery gap DAWN targets is the same one that produced DNS-AID, an open standard the Linux Foundation accepted in May 2026. DNS-AID lets <a rel=\"nofollow\" href=\"https://www.techtimes.com/articles/317904/20260606/ai-agent-discovery-gets-open-dns-standard-dns-aid-launches-under-linux-foundation.htm\">AI agents publish their endpoints and capabilities as standard DNS records</a>, enabling discovery without a centralized registry. DAWN would define the broader requirements framework; DNS-AID represents one candidate solution within that space.</p><div><p><strong>Read more:</strong>\n<a href=\"/articles/317904/20260606/ai-agent-discovery-gets-open-dns-standard-dns-aid-launches-under-linux-foundation.htm\"><strong>AI Agent Discovery Gets Open DNS Standard: DNS-AID Launches Under Linux Foundation</strong></a></p></div><p><strong>CURRENT &mdash; Post-Quantum Key Management for Network Transport (Tuesday, July 21)</strong></p><p>CURRENT aims to charter a Working Group to define a <a rel=\"nofollow\" href=\"https://datatracker.ietf.org/wg/current/about/\">two-party security protocol using Messaging Layer Security (MLS) for key management</a>. MLS, already an IETF standard (RFC 9420), provides forward secrecy, post-compromise security, and asynchronous key ratcheting &mdash; and it already supports post-quantum cryptography alongside traditional algorithms. CURRENT would bring MLS's key-management capabilities down into the network transport layer, where they can protect protocols that rely on classical public-key cryptography (RSA, elliptic-curve) against the eventual arrival of quantum computing capable of breaking those schemes. The formal verification work that was applied to MLS's design gives CURRENT a stronger starting point than most new protocol proposals.</p><p><strong>DMSC &mdash; AI Agent Gateway Model (Wednesday, July 22)</strong></p><p>DMSC is explicitly non-Working-Group-forming &mdash; it is a diagnostic session. The goal is to map the terrain for <a rel=\"nofollow\" href=\"https://labs.ripe.net/author/greg-wood/birds-of-a-feather-at-ietf-126-vienna/\">AI agent gateway-mediated collaboration: capability exposure, request forwarding, coordination, synchronization, policy control, observability, and secure inter-agent communication</a>. DMSC will profile existing and evolving mechanisms defined elsewhere, identify what is missing, and determine whether a formal gateway model definition would provide material benefit. Its output will likely feed into agentproto's Working Group charter discussions.</p><h3>Agentproto: What Is Actually Being Decided Thursday</h3><p>The agentproto BoF, <a rel=\"nofollow\" href=\"https://labs.ripe.net/author/greg-wood/birds-of-a-feather-at-ietf-126-vienna/\">scheduled for Thursday July 23 at 09:00 Central European Summer Time (03:00 ET)</a>, is where the structural question becomes explicit.</p><p>The past eighteen months produced a rush of competing, overlapping protocols for connecting AI agents to tools and to each other: Anthropic's Model Context Protocol, Google's Agent2Agent, the Agent Communication Protocol, the Agent Network Protocol, and Cisco's Agntcy Framework, among others. Each addresses different layers of the problem. MCP &mdash; donated by Anthropic to the Linux Foundation's Agentic AI Foundation in December 2025 &mdash; <a rel=\"nofollow\" href=\"https://www.ietf.org/blog/ietf126-bofs/\">had reached 97 million monthly SDK downloads by early 2026</a>, and was adopted by every major AI provider. A2A, donated by Google to the Linux Foundation in June 2025, had 150 organizational supporters by April 2026, including AWS, Cisco, IBM, Microsoft, Salesforce, SAP, and ServiceNow.</p><p>None of that market momentum resolves the inter-domain interoperability problem. MCP standardizes how a single agent connects to external tools and data &mdash; the client-server layer. A2A standardizes how agents discover each other's capabilities and delegate tasks &mdash; the peer-to-peer layer. What neither protocol currently addresses is the full set of requirements the Rosenberg-Jennings framework identifies for agent communication at internet scale: cross-domain identity federation, multi-hop lifecycle management, user confirmation before irreversible API actions, and <a rel=\"nofollow\" href=\"https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/\">protocol-level attribution for security incidents</a>.</p><p>The agentproto BoF builds on a well-attended IETF 124 side meeting and on that framework document, authored by Jonathan Rosenberg of Five9 and Cullen Jennings of Cisco. Rosenberg is also <a rel=\"nofollow\" href=\"https://www.ietf.org/blog/ietf126-bofs/\">the lead author of RFC 3261</a>, the Session Initiation Protocol &mdash; the standard that governs real-time communications across the internet today. His involvement signals that the agentproto work is being approached with the same scope and seriousness as the protocols that underpin voice and video communication.</p><p>The Rosenberg-Jennings Internet-Draft explicitly frames AI agent protocols as a <a rel=\"nofollow\" href=\"https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/\">potential new layer sitting above HTTP, SIP, and RTP in the internet stack</a> &mdash; the same position in the architecture that those application-layer protocols occupy above IP, TCP, UDP, and QUIC. If the IETF charters a Working Group on that basis, it is asserting that AI agent communication is an internet-layer problem &mdash; not a product-layer problem &mdash; and the resulting RFC would carry the same implementation authority as any other foundational internet standard.</p><h3>Why Prompt Injection Is the Security Test Agentproto Must Pass</h3><p>The security implications of an unresolved protocol landscape are among the most concrete technical arguments for standardization. The Rosenberg-Jennings framework dedicates a section to prompt injection attacks in the multi-agent context, and <a rel=\"nofollow\" href=\"https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/\">the problem it describes is structurally different from single-agent prompt injection</a>.</p><p>In a multi-agent system, a malicious user interacting with Agent A can craft input specifically designed to propagate through Agent A to Agent Z &mdash; a second agent that Agent A invokes. Because Agent A relays content from the user to Agent Z as part of normal operation, the injection can bypass the defenses of the first agent entirely and exploit the trust relationship between agents. The Rosenberg-Jennings document describes this as introducing a \"new threat vector\" distinct from direct injection, and explicitly states that <a rel=\"nofollow\" href=\"https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/\">prompt injection attacks are \"notoriously difficult to prevent\"</a>. The protocol-level response is not prevention but attribution: the standard must introduce mechanisms for diagnosis, logging, and traceability so that when an incident occurs, security teams can reconstruct what happened and which agent was responsible.</p><p><a rel=\"nofollow\" href=\"https://genai.owasp.org/resource/owasp-top-10-for-llm-applications-2025/\">OWASP has ranked prompt injection as the top security risk</a> among its Top 10 threats for LLM-based applications. Documented real-world incidents include injections through public Slack channels leaking private channel content, injections through GitHub issues extracting developer credentials, and injections via web pages redirecting user data to attacker-controlled servers. None of these incidents involved inter-domain agent cascades; the agentproto work is addressing a threat vector that current defenses were not designed for.</p><p>Whether Thursday's session produces a Working Group charter &mdash; or surfaces disagreements sufficient to send the work back to the mailing list &mdash; will be visible in real time. The mailing list archive (agent2agent list at mailarchive.ietf.org) has been active for months. The session materials will be posted to the IETF Datatracker before the session.</p><h3>Rest of the Week: BGP Security, DNS, and PQC</h3><p>Beyond the BoFs, the established Working Groups advancing existing standards work span the full IETF agenda.</p><p><strong>Routing Security (SIDROPS/RPKI).</strong> The <a rel=\"nofollow\" href=\"https://datatracker.ietf.org/wg/sidrops/about/\">SIDR Operations Working Group</a> develops guidance for deploying Secure Inter-Domain Routing technology &mdash; the Resource Public Key Infrastructure (RPKI), BGP origin validation, and BGPsec &mdash; while maintaining routing stability during the transition to fully RPKI-aware networks. One active draft addresses a subtle but consequential problem: <a rel=\"nofollow\" href=\"https://datatracker.ietf.org/doc/draft-ietf-sidrops-avoid-rpki-state-in-bgp/\">annotating BGP routes with RPKI-derived validation states in transitive path attributes</a> causes global flooding of BGP UPDATE messages whenever Route Origin Authorizations are issued or revoked. The recommendation is to avoid carrying those validation states in transitive attributes &mdash; a change to standard routing practice with potential stability implications for operators who have already implemented such tagging.</p><p><strong>DNS Operations (DNSOP).</strong> The DNS Operations Working Group develops guidelines for DNS software operation, service administration, and zone management. Active items this cycle include post-quantum algorithm selection for DNSSEC, where engineers are weighing signature-size tradeoffs against security conservatism in a post-NIST-standardization environment. <a rel=\"nofollow\" href=\"https://www.nist.gov/news-events/news/2024/08/nist-releases-first-3-finalized-post-quantum-encryption-standards\">NIST finalized its first post-quantum cryptography standards in August 2024</a>.</p><p><strong>Security Area Advisory Group (SAAG).</strong> The Security Area open meeting is a cross-cutting forum for security and privacy concerns across all IETF working areas. SAAG sessions typically surface issues that do not fit neatly into any single working group's charter; given the volume of AI-adjacent security work in progress, this year's session is expected to be particularly active.</p><h3>What the Vienna Meeting Actually Decides</h3><p>IETF meetings produce documents, not products. The working group sessions in Vienna will advance drafts, close issues, and identify gaps. The BoFs will reveal whether there is community consensus and organizational energy sufficient to charter new working groups. What gets chartered in Vienna &mdash; and what does not &mdash; shapes what the RFC pipeline looks like in 2027 and 2028.</p><p>The velocity of AI agent deployment has outrun the standards community's ability to produce RFCs on the same schedule. The agentproto BoF is the formal acknowledgment of that gap. Companies building multi-agent platforms, API providers, and enterprise software vendors will read Thursday's session outcome as a signal: either the IETF will standardize agent-to-agent communication in a way that overrides vendor choices, or the market-dominant protocols (MCP, A2A) will establish their current architectures as the baseline by default.</p><p>Vint Cerf's argument &mdash; that TCP/IP succeeded not because it was technically superior to its competitors, but because it was open, free, and required running implementations &mdash; applies directly here. The IETF was designed to be the body that makes that call. Whether it does so for AI agent protocols, or defers to protocols already deployed at 97 million downloads per month, is the question Vienna is answering this week.</p><p>Session materials and recordings from IETF 126 will be posted to the IETF Datatracker and the IETF YouTube channel as sessions conclude. <a rel=\"nofollow\" href=\"https://www.ietf.org/meeting/upcoming/\">IETF 127 is scheduled for November 14&ndash;20, 2026, in San Francisco</a>, hosted at the Hilton Union Square.</p><hr><h2>Frequently Asked Questions</h2><h3>What is a Birds-of-a-Feather session at an IETF meeting, and what does \"working-group-forming\" mean?</h3><p>A Birds-of-a-Feather session is an initial, community-wide discussion about a topic that may be ready for new IETF work. Some BoFs are working-group-forming: they arrive with a draft charter and aim to confirm that there is sufficient consensus and scope to spin up a new Working Group. Others are non-working-group-forming &mdash; designed to map a problem space and identify gaps before committing to a charter. For agentproto and DAWN, the goal is to form working groups. For DMSC, the goal is diagnostic. When a Working Group is chartered, it produces Internet-Drafts that eventually become RFCs &mdash; the binding technical specifications that every implementation of a given protocol must satisfy.</p><h3>How does prompt injection change when AI agents communicate with each other, and why does it matter for the agentproto standard?</h3><p>In a single-agent system, prompt injection means a user crafts malicious input to override that agent's instructions. In a multi-agent system, the attack can cascade: a user injects into Agent A, which relays the content to Agent B as part of normal operation, and Agent B &mdash; which trusts Agent A &mdash; executes the malicious instruction. The injected command travels through the trust relationship between agents, bypassing the first agent's defenses entirely. OWASP lists prompt injection as the top threat to LLM-based applications, and documented real-world incidents already show injection via public channels, documents, and web pages. The agentproto work addresses this at the protocol layer by requiring that any agent-to-agent communication standard include mechanisms for logging, attribution, and incident reconstruction &mdash; not just application-level detection, which is insufficient for cross-domain attacks.</p><h3>What is the technical difference between MCP and A2A, and what would an IETF standard add that they do not cover?</h3><p>MCP (Model Context Protocol) is a client-server protocol: an AI agent reaches out to a tool, database, or API and requests data or actions. A2A (Agent2Agent Protocol) is a peer-to-peer protocol: two agents discover each other's capabilities via Agent Cards (JSON documents at well-known URLs), then coordinate tasks using HTTP, Server-Sent Events, and JSON-RPC. MCP had 97 million monthly SDK downloads by early 2026; A2A had 150 organizational supporters. What neither currently specifies is: cross-domain identity federation (how one organization's agent proves to another's that it is authorized to act on a user's behalf), multi-hop lifecycle management (what happens to an agent chain when one node in the chain fails), user confirmation requirements before irreversible API calls, and protocol-level security attribution for prompt injection incidents. These are the gaps the Rosenberg-Jennings framework document identified as requiring IETF-level standardization.</p><h3>What is post-quantum cryptography and why is the CURRENT BoF addressing it at the network transport layer?</h3><p>Post-quantum cryptography refers to encryption and signature algorithms designed to remain secure against attacks from quantum computers. Current internet security &mdash; TLS, HTTPS, QUIC, DNS-over-TLS &mdash; relies heavily on RSA and elliptic-curve schemes that would be vulnerable to Shor's algorithm on a sufficiently powerful quantum computer. NIST finalized its first post-quantum standards in August 2024. The CURRENT BoF targets network transport specifically because the threat is not purely future-dated: \"harvest now, decrypt later\" attacks allow an adversary to intercept encrypted traffic today and decrypt it once quantum computing matures. CURRENT would use Messaging Layer Security (RFC 9420) &mdash; which already supports post-quantum algorithms alongside classical ones, and has been formally verified &mdash; to define a rekeying mechanism robust against both classical and quantum adversaries at the transport layer, below the application protocols that depend on it.</p></div></div><div class=\"tnc\"></div></div></div> <script>doFir.push(function(){if(!slide_started)check_slide();jQuery(\"#v_article .embTI\").remove();work_editor()})</script> <div class=\"article-copyright\"><p>ⓒ 2026 TECHTIMES.com All rights reserved. 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