Don't just generate code. Understand, contribute, and verify.
FirstPatch AI connects to any public GitHub repository, parses its AST to map real functions and tests, diagnoses environment setup errors, and guides you to a maintainer-ready pull request.
The Complete Contribution Pipeline
From repository confusion to a verified pull request
Repository Reality Checker
Deterministic AST & symbol mapping grounds every explanation in exact lines and functions—zero code hallucination.
Contextual Issue Matcher
Filters and ranks open GitHub issues with transparent fit scores, complexity estimates, and prerequisite detection.
Setup Failure Doctor
Diagnoses dependency errors, peer conflicts, and environment bugs with safe, actionable remediation commands.
Dual-Mode Mentorship
Learn Mode teaches architecture with Socratic drills, while Copilot Mode provides scoped patches and test targets.
Contribution Flight Recorder
Logs every step from Understand to Verify, capturing raw test outputs into a maintainer-ready PR checklist.
Ready to make your first verified contribution?
Explore active open-source repositories or connect your target project to begin your guided mentorship journey.