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1. Commits on Nov 3, 2025

   • docs: Add instructions to prevent tool hallucination

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     GWeale

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   • chore: Fix spelling

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     jsoref

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   • fix: Support models slash prefix in model name extraction

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     google-genai-bot

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   • fix: Undo adding MCP tools output schema to FunctionDeclaration

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     xuanyang15

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   • chore(otel): Change default of trace_to_cloud to None for Agent Engine deploy

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     jawoszek

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   • docs: updates CONTRIBUTING.md

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     ghchinoy

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   • fix: fix typo for --save_session option in `adk run --resume` help

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     ftnext

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2. Commits on Nov 2, 2025

   • docs: fix spelling error in `response_for_auth_required` parameter docstring

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     dunnkers

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   • refactor: Remove unnecessary branching in run_cli

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     ftnext

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3. Commits on Oct 31, 2025

   • fix: fix typo in local_eval_service.py

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     FingerLiu

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   • chore: Add support for specifying logging level for adk eval cli command

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     ankursharmas

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   • fix: Fix credential manager so that it supports the ServiceAccountCredentialExchanger

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     wukath

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   • chore: Add support for reversed proxy in adk web, users can use an optional param `--root_path` for proxy's path

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     wyf7107

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   • feat: add run_debug() helper method for quick agent experimentation

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   • refactor(bigquery): Remove dataset_id from logging schema

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     google-genai-bot

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   • feat: Allow injecting a custom Runner into `agent_to_a2a`

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     dongyuj1

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   • fix: Add example and fix for loading and upgrading old ADK session databases

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     dongyuj1

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   • feat: Expose the Python code run by the code interpreter in the logs

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     lizzij

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4. Commits on Oct 30, 2025

   • feat: Remove custom polling logic for Vertex AI Session Service since LRO polling is supported in express mode

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     google-genai-bot

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   • chore: Allow google-cloud-storage >=3.0.0

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     speedstorm1

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   • chore: Avoid rendering empty columns as part of detailed results rendering of eval results

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     ankursharmas

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   • fix: include delimiter when matching events from parent nodes in content processor

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     kevinkassimo

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   • feat: Add "final_session_state" to the EvalCase data model

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     google-genai-bot

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   • ci: Fixes the copybara-pr-handler.yml file location, it should be under workflow folder

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     Jacksunwei

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   • feat: Enhance error messages for tool and agent not found errors

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   • fix: Correct message part ordering in A2A history

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     speedstorm1

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   • chore: Revise README for clarity and consistency

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     Shubhamsaboo

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   • fix: Change instruction insertion to respect tool call/response pairs

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     GWeale

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   • feat: Add example for using ADK with Fast MCP sampling

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     lizzij

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   • ci: Add a github action to automatically close the PR imported and committed by Copybara

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     Jacksunwei

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   • docs: Add sample agent to test support of output_schema, tools and subagents at the same time for gemini model

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     igru-eng

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   • chore: remove legacy validation that forbids co-exist of agent transfer and output_schema. Closes #3318

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     igru-eng

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   • fix: Allow LLM request to override the model used in the generate content async method in LiteLLM

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   • docs: Update agent builder assistant to query knowledge base through HTTP instead of a2a

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     xuanyang15

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   • fix: Update DynamicPickleType to support MySQL dialect

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     hung12ct

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