The Problem: The Chaos of Giant AI Code Diffs
Autonomous coding tools can spin up full implementations, run scripts and commit hundreds of lines of code in seconds. But if you have managed a team of developers using them, or tried to build a complex feature solo, you have likely run into giant code diffs.
A single vague prompt transforms into a massive, multi-file PR that takes a human tech lead hours to confidently review.
Features get built but the step-by-step product rationale and architectural decisions are often lost inside ephemeral chat histories.
The solution is enforcing strict workflow guardrails.
