I have completed a thorough, read-only analysis of Pull Request #6012 and its linked issue #5992.

I have created a premium, structured analysis report artifact:
👉 Google ADK PR #6012 Analysis Report

Summary of Analysis & Recommendations

1. CLA Compliance Gate: Passed ✅
   • The mandatory Google CLA status check (cla/google) is verified with status SUCCESS. It is fully safe to review, triage, and merge this change.
2. Issue Resolved: Catastrophic Regular Expression Backtracking (Issue #5992) ⚡
   • On large delimiter-free payloads (e.g., 100KB+ JSON responses from agents/callbacks), the wildcard post-processing regex in CodeExecutionUtils.extract_code_and_truncate_content gets stuck on an $O(n^2)$ path exploring possibilities, freezing the agent execution thread.
3. The Fix: Inline Fast Path Substring Search 🚀
   • Adding a quick substring precheck in code_execution_utils.py via any(d[0] in response_text for d in code_block_delimiters) completely bypasses the regex matcher when no delimiter is present. This is highly optimized, $O(n)$ time complexity, and preserves current logic 100% when a delimiter is found.
4. Testing: Highly Rigorous 🧪
   • The new unit test in test_code_execution.py mocks re.compile to assert that the regular expression compiler is never invoked for delimiter-free payloads—safeguarding against future regressions.

Final Recommendation: Approve (No changes or nits required) 🌟

The PR is exceptionally localized, highly elegant, structurally safe, and fixes a severe reliability issue.

Please take a look at the full report here and let me know if you would like me to assist with taking over, merging, or further actions on this PR!

Pushed ef85534e after rebasing onto the latest branch head.

This addresses the mypy-diff failure by returning None explicitly on the new no-delimiter fast path, and keeps the test formatted the way pyink wanted.

Validation:

• python -m py_compile src\google\adk\code_executors\code_execution_utils.py tests\unittests\flows\llm_flows\test_code_execution.py
• PYTHONPATH=src python -m pytest tests\unittests\flows\llm_flows\test_code_execution.py::test_extract_code_skips_regex_when_no_code_delimiter -q (1 passed)
• python -m pre_commit run isort --files src\google\adk\code_executors\code_execution_utils.py tests\unittests\flows\llm_flows\test_code_execution.py
• python -m pre_commit run pyink --files src\google\adk\code_executors\code_execution_utils.py tests\unittests\flows\llm_flows\test_code_execution.py
• git diff --check

Hi @he-yufeng , Thank you for your contribution! We appreciate you taking the time to submit this pull request. Your PR has been received by the team and is currently under review. We will provide feedback as soon as we have an update to share.

Hi @GWeale , can you please review this.

Rebased this on current main and re-ran the focused local checks:

• PYTHONPATH=src python -m pytest tests\unittests\flows\llm_flows\test_code_execution.py -q --basetemp .tmp\pytest-6012 -p no:cacheprovider -> 4 passed
• python -m py_compile on the touched files
• python -m ruff check on the touched files
• git diff --check upstream/main..HEAD

All passed locally.