Atomic Audit Loop
≤20 lines per logic commit. ≤100 lines per UI commit. Every change is human-reviewable in under 60 seconds. The Two-Strike Rule auto-reverts on repeated failure.
Research · Plan · Execute · Audit — Turn AI chaos into disciplined engineering.

AI coding tools are often impulsive, leading to "AI Entropy"—unmaintainable code sprawl. Standard chat is a probabilistic "roll of the dice."
The Architect's Protocol transforms AI from an impulsive generator into a Precision Engineering Officer. It enforces a deterministic pipeline of Research → Plan → Execute, using physical gate-locks to ensure you remain the Architect in control, never a "debugger chasing AI bugs."
AI rewrites 600 lines when you asked for 10. Atomic audit limits stop this cold.
AI recommends a library that doesn't exist. Gate 200 research requires dependency audit first.
AI forgets your architecture after 30 messages. Document-First gives it permanent memory.
AI leaves TODO landmines everywhere. Zero placeholder rule enforced at Gate 400.
