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1. Commits on Oct 15, 2026

   • Python: Improve atomic writes for Memory and Todos (#9412)

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     westey (westey-m)

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   • Python: [BREAKING] Add MCP 2.x compatibility foundation (#9236)

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     Jose Alvarez (jpalvarezl)

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   • fix: close loop inner stream on early exit (#9331)

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     RongJie G (CorgiBoyG)

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   • Python: A2AExecutor: accept forwarded run kwargs from request metadata (#9193)

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     Dineshsuriya D (droideronline)

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   • Python: Bound declarative custom-function matches to one whole call (#9176)

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     Atharva Vichare (atty57)

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     Claude (claude)

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   • Python: Keep every queued approval result in the AG-UI thread snapshot (#8851)

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     Shivam Sharma (ShivamSharma43)

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     Claude (claude)

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   • Python: fix(orchestration): add ensure_trailing_user_turn to SequentialBuilder for providers that return empty text on assistant-ending prompts (#8779)

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     pratik wayase (PratikWayase)

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   • Accept Literal source types in the workflow edge type check (#9355)

     Md. Shalah Uddin (shanto462)

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   • Python: fix(bedrock): merge per-call client kwargs into the Converse request (#9345)

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     Manohar Paturi (ManoharPaturi)

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   • Python: fix(anthropic): nest bash tool result files inside the shell tool result (#9343)

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     Manohar Paturi (ManoharPaturi)

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   • Python: Reject out-of-range Cosmos memory search parameters (#9318)

     Grapette.L (Lesereingrape)

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   • Python: fix(core): rebuild nested Content of image generation and MCP tool results in Content.from_dict (#9304)

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     Md. Shalah Uddin (shanto462)

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   • Python: Bump package versions for 1.22.0 release (#9404)

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     Eduard van Valkenburg (eavanvalkenburg)

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   • Python: fix(devui): discover entities exported with an annotated assignment (#9128)

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     Anish Mehta (anishmehta24)

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   • Python: Treat a single string passed to Message as one text content (#9327)

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     Aditya Kumar (Aditya-XR)

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   • [BREAKING] Python: Protect AG-UI tool approval state from client Shared State (#9368)

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     Eduard van Valkenburg (eavanvalkenburg)

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   • [BREAKING] Python: Bind AG-UI workflow interrupts to the resolved thread id (#9365)

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     Eduard van Valkenburg (eavanvalkenburg)

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2. Commits on Oct 14, 2026

   • Python: Preserve concurrent steps across workflow pause (#9291)

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     Eduard van Valkenburg (eavanvalkenburg)

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   • Python: Protect standalone FIDES session state from AG-UI request state (#9367)

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     Eduard van Valkenburg (eavanvalkenburg)

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   • Python: block reparse points in Monty file capture (#9364)

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     Eduard van Valkenburg (eavanvalkenburg)

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   • Python: Add approval reuse considerations (#9390)

     westey (westey-m)

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   • .NET: Also include citations and error details in purview checks. (#9375)

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     westey (westey-m)

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   • Python: Add Python 3.15 support and refresh dependencies (#9363)

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     Eduard van Valkenburg (eavanvalkenburg)

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   • [BREAKING] Python: Consolidate content identity and protocol metadata (#8886)

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     Eduard van Valkenburg (eavanvalkenburg)

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   • Python: redact exception telemetry when sensitive data is disabled (#9288)

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     Eduard van Valkenburg (eavanvalkenburg)

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   • Python: Keep tool arguments off invocation metrics (#9361)

     Eduard van Valkenburg (eavanvalkenburg)

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   • Add Quilzo to the Python community projects (#9356)

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     Rashik Adhikari (rsh1k)

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     Claude (claude)

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   • Python: declare anthropic boto3/google-auth as dev dependency group (#9255)

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     赵瑞哲 (zhaoruizhe81)

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   • Python: fix(core): start a new message when the author changes in streamed updates (#9353)

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     Md. Shalah Uddin (shanto462)

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   • Python: Filter caller options in hosting-responses README example (#9360)

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     Benjamin Schäublin (bschaeublin)

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     Claude (claude)

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   • Python: [BREAKING] fix(declarative): bound HTTP response bodies (#9358)

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     Vincent Biret (baywet)

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   • Python: Make media type detection documentation examples runnable (#9188)

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     BlueRaddish

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   • Python: fix(core): treat a single mapping tool as one tool in merge_chat_options (#8732)

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     Anish Mehta (anishmehta24)

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     Claude (claude)

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3. Commits on Oct 13, 2026

   • Python: Clarify meta-package promotion policy (#9311)

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     Eduard van Valkenburg (eavanvalkenburg)

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   • Python: Fix restored subworkflow sibling requests (#9289)

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     Eduard van Valkenburg (eavanvalkenburg)

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