Fix the code. Keep the score green.

An independent survey is the cockpit: it shows where the code is tangled or risky, ranks the work worst-first, and trends the CAI so you can prove a fix actually landed — not just that it compiled. Deterministic, so the same commit always re-scores the same.

• Worst-first findings, each with the file and line — the order to actually work in.
• The full per-lens scorecard (code health, architecture, maturity, production-readiness, security).
• The CAI trend across scans — evidence a refactor moved the number.

Survey a repo — free What the lenses measure →

Builders usually arrive from a cohort: engineering teams · providers & consultancies.