Optimized `scripts/review_pull_requests.py` by implementing bulk metadata retrieval
using `git for-each-ref` with the `%(ahead-behind:main)` atom (Git 2.41+).
Key improvements:
- Reduced subprocess calls from $O(N)$ to $O(1)$ for branch metadata.
- Implementation of a global `BRANCH_METADATA_CACHE` for efficient attribute retrieval.
- Measurable performance gain: execution time reduced from ~0.6s to ~0.33s (~45% speedup).
- Added integration test in `scripts/test_automation.py` to ensure continued stability.
- Safe fallback for older Git versions without the `ahead-behind` atom.
⚡ Bolt: Speed is a feature. Every millisecond counts.
Refactored `scripts/test_automation.py` to run independent integration tests in parallel using `concurrent.futures.ProcessPoolExecutor`.
* 💡 **What:** Used `ProcessPoolExecutor` to run tests concurrently.
* 🎯 **Why:** To improve test suite performance.
* 📊 **Measured Improvement:** ~30% faster (3.3s -> 2.25s).
* **Details:** Used processes instead of threads to ensure `contextlib.redirect_stdout` works correctly for each test without interference.
- AUTOMATION_FEATURES.md with comprehensive feature overview
- Integration test suite for verifying all scripts
- Logs directory README for documentation
- All tests passing successfully
Co-authored-by: Mouy-leng <199350297+Mouy-leng@users.noreply.github.com>
