Geek Labs

Sep 24, 2026 · Artificial Intelligence

Can You Trust AI-Generated Code? gentle-shell Adds Evidence Chains & Frozen Reviews to Pi

gentle-shell is a Pi extension that enforces engineering discipline on AI coding agents through scope-first changes, evidence trails, strict TDD, frozen reviews, and human approval — making every AI change auditable and controllable.