CodeReview Debt Tracker
AI tool that identifies stale pull requests stuck in review limbo and auto-escalates blockers for engineering teams.
The Problem
Engineering teams lose productivity when PRs languish in review queues for days—context gets lost, reviewers forget about them, and junior devs don't know who to ping. Most teams manually scan Slack or GitHub, creating tribal knowledge about which PRs are actually blocked vs. just waiting.
Target Audience
Tech leads and engineering managers at mid-size startups (20-200 engineers) who use GitHub or GitLab and want to unblock their review process without adding process overhead.
Why Now?
Remote work normalized async reviews, making PR bottlenecks worse. Teams are finally willing to pay for workflow tools that save 2-5 hours/week per engineer.
What's Missing
Existing solutions treat PRs as one part of a bigger system; none focus specifically on the psychological and operational friction of review delays. GitHub's native automations are too rigid.
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