See what AI-assisted coding is actually doing to your codebase
Quality, churn, and security signals for teams shipping with Copilot, Claude, and Cursor — without surveilling your developers.
No card required · GitHub & GitLab · 5-minute install
One quiet line on every PR. No comment spam, no blocked merges.
AI assistants broke every metric you used to trust
Commit counts, lines of code, and PR volume are inflated by generated code — while churn (code rewritten weeks after merging) is rising sharply. Volume says productivity is up. Reality is more complicated.
Churn-adjusted quality
Code that survives 30 days counts. Code rewritten in 3 weeks counts against. Plus complexity deltas, PR cycle time, review participation, and an AI-code-share estimate your board keeps asking about.
Signals nobody else has
Semgrep findings introduced vs. resolved, risky dependencies with known CVEs, committed-secret detection — per team and per trend. Built by an identity-verification & cybersecurity company.
LLM reviews with rationale
Significant PRs scored against a published rubric — readability, test discipline, security craft, scope, interface usability — with a written rationale a developer actually reads in their 1:1.
Analytics your developers won't revolt against
- Developers see all of their own data — every score, every rationale, same numbers as their manager.
- Managers see trends, not leaderboards — team aggregates plus per-person direction (improving / stable / declining) over rolling 90-day windows.
- The rubric is published — if it isn't written down, it isn't scored. Disputed scores get human review.
- Never measured: lines of code, commit counts, hours, or time-of-day patterns.
Diffs are fetched transiently, analyzed in memory, and discarded. We persist metrics, scores, and written rationales — never source code. It's not a policy promise; it's how the system is built.
Read the security architecture →One tool instead of two
Engineering analytics platforms track trends but ignore security. AI review bots comment on PRs but forget everything by Friday. WePerform does longitudinal quality and security signal on every PR — self-serve, from $12 per developer.