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1. Commits on Jul 8, 2026

   • test: Mock google auth in sample loading smoke tests

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     DeanChensj

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   • chore: fix mypy strict type errors in adk cli

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     GWeale

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   • chore: remove closed bug ref from built-in-tool workaround TODOs

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     GWeale

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   • chore: Refactored user simulator config to allow for different types of configs

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     ankursharmas

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   • docs(samples): Link ManagedAgent sample READMEs to the guide

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     haranrk

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   • fix: Update VertexAiRagMemoryService methods to use latest RAG module

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     sararob

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   • fix(litellm): preserve reasoning replay and optionally share agent thoughts

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   • test: Add test for finding matching function call when response is not last event

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     DeanChensj

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   • docs(guides): Add ManagedAgent unit guide

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     haranrk

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   • fix(litellm): preserve signature-only blocks for Anthropic streaming thinking aggregation

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   • fix(sessions): prevent PydanticSerializationError when session state contains non-serializable objects

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   • chore: merge release v2.4.0 to main

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2. Commits on Jul 7, 2026

   • fix: rollback of path segment validation in InMemoryArtifactService and GcsArtifactService

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     jazhang00

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   • fix: Add mtls support for gcp_utils

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     wukath

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   • test: add a load smoke test for contributing samples

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     GWeale

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   • feat: add to_mcp_server to serve an ADK agent over MCP

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     GWeale

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   • refactor: yield the sliding-window compaction event to the runner

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     GWeale

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   • fix: Retain user input across transfer_to_agent when include_contents='none'

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   • feat(bigquery): log tool descriptions and parameter schemas in LLM_REQUEST

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     haiyuan-eng-google

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   • fix: Validate path segments in GcsArtifactService and InMemoryArtifactService to prevent cross-user artifact access

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   • fix(telemetry): add 0 bucket boundary to per-invocation call count histograms

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     RKest

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   • chore: update compiled adk web assets

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     adk-bot

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   • refactor: Clean up redundant self-transfer checks in LlmAgentWrapper

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     DeanChensj

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3. Commits on Jul 6, 2026

   • fix(auth): allow configuring OAuth prompt parameter

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   • fix(security): enable Jinja2 autoescape to prevent XSS in gepa sample

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   • docs(samples): Add ManagedAgent code-execution sample

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     haranrk

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   • fix: add DNS-rebinding protection to _OriginCheckMiddleware

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     XananasX7

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   • fix: Set persist-credentials to false in release-update-adk-web workflow

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     wyf7107

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   • fix: Use RELEASE_PAT for checkout in release-update-adk-web workflow

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     wyf7107

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   • docs: update GoogleSearchTool docstring to refer to Gemini models

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     haranrk

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   • docs(samples): Add ManagedAgent sample using server-side google_search

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     haranrk

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   • docs: fix typo in per-turn user simulator quality prompt

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     anxkhn

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   • fix: Address mypy failures in google_api_tool/

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     xuanyang15

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   • test: cover after_run_callback dispatch on Workflow node root

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     GWeale

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   • fix: correct misleading workflow-agent deprecation messages

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     GWeale

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