code-debugging

Building features with test-first discipline across multiple implementation rounds.

Orchestrate multi-phase hotfix tasks with structured verification and recovery.

Open-source contributions when you want an end-to-end workflow from bug report to merged PR.

Reporting bugs when you want the maintainers to reproduce quickly without back-and-forth.

Quick automated bug-pattern scanning as a lightweight pre-PR gate.