Guide, Verify, Solve — Anirban Chatterjee, Sonar
Aug 9, 2026 · 22:31
Anirban Chatterjee of Sonar argues AI coding tools create verification debt: productivity spikes fade after three months while static analysis warnings and complexity persist, requiring zero-trust, multi-layered verification. A Carnegie Mellon study found the gain ran out at three months; a Wharton study showed humans followed AI advice 92.7% when correct but nearly 80% when it lied, while Sonar's leaderboard grades Claude Opus 4.6 and Sonnet 4.6 across correctness, reliability, maintainability, security, and complexity. He proposes the ACDC loop: guide agents with constraints, verify via SonarVortex, remediate automatically; SonarQube and Guitar verify in CI/CD, the latter with automated PR merging. Sonar says 7 million developers analyze 750 billion lines of code daily with it.
