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1. Commits on Nov 7, 2026

   • feat(models): add LlmRequest.to_generate_content_body()

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   • chore: merge release v2.14.0 to main

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     adk-bot

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   • fix: refcount toolsets on Runner so close() waits for last holder

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     google-genai-bot

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   • fix: run OAuth2 auth response token exchange off the event loop

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     GWeale

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2. Commits on Nov 6, 2026

   • fix: type the API server eval managers as optional

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     GWeale

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   • fix: pass raw argument values to a callable require_confirmation

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     haranrk

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   • fix: refcount toolsets on Runner so close() waits for last holder

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     google-genai-bot

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   • fix: stop rerunning a waiting wait_for_output node on resume

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     AkshayShah03

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   • test(eval): lock in that report-only pass@k / pass^k criteria are INFORMATIONAL

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     google-genai-bot

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   • fix(mcp): retry a tool call once after the server drops the session

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   • fix: preserve line endings in FileArtifactService text artifacts

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     emme1t

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   • fix: let MCP request headers replace static headers in any case

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     arjunprabhulal

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   • fix: honor subclass validation aliases in Event and LlmAgent kwargs

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     1828703450qqcom-ux

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   • fix: require confirmation before large reimbursements in hitl samples

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     trackoor

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   • fix: preserve empty Anthropic thinking blocks

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     Shay-Deng

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   • fix(workflow): key a resumed sub-agent's run by the path its events carry

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     google-genai-bot

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   • fix: accept AgentTool input_schema args that use aliases

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     techi101

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   • chore: add tracking headers support to session and memory bank API clients

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     yeesian

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   • fix: stop returning uncaught exception text to remote A2A peers and trigger callers

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     Yuhan Gao

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3. Commits on Nov 5, 2026

   • fix: honor parallelism_limit in simulator and hallucination evals

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     rladeira

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   • docs(plugins): add a unit guide for the eval query builders

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     haiyuan-eng-google

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   • fix: raise the SqliteSessionService busy timeout to 30 seconds

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     GWeale

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   • fix: deduplicate SlackRunner execution on thread mentions

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     GWeale

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   • feat(eval): add pass@k and pass^k as multi-run cross-run criteria

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     google-genai-bot

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   • fix(sessions): isolate stored events and state deltas in append_event

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     nathanengg

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   • fix: use standard tool role for Gemma 4 on Vertex AI

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     rladeira

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   • fix(cli): return a fixed detail string when saving an artifact fails

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     GWeale

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   • fix: send max_completion_tokens for Apigee reasoning models

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     Samecho

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   • docs: fix syntax errors and language tags in sample READMEs

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     Anil-Pradhan-web

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   • fix(workflow): isolate and preserve user_content for single-turn workflow nodes

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     michaelrygiel

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   • fix(live): yield interrupted before saving the model's audio on a barge-in

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     google-genai-bot

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   • fix: send Enum members in tool results as their values

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     GWeale

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   • fix: record inference token metrics under google-genai instrumentor 0.7b2

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     google-genai-bot

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   • fix: capture app_details debug log on the google_adk logger in its test

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     google-genai-bot

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   • fix: send structured output schemas on Apigee chat completions

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     Samecho

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