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Devin Production Readiness

Cognition's autonomous software engineer. Here is what we find when FinishKit scans Devin apps, and how to fix it before you ship.

Devin runs long-horizon engineering tasks autonomously, planning, coding, testing, and opening PRs end to end.

Common production issues in Devin apps

These are the findings FinishKit catalogs as common in Devin output. Each one comes with detection steps and a ready-to-copy fix.

No tool-specific findings catalogued yet. Browse the full fix catalog for the universal ones, or run a scan to surface issues specific to your repo.

Connect your repo and get a prioritized Finish Plan covering every production gap FinishKit knows how to detect.