
At Saywise, we ship fast. That's a feature, not a bug—but it comes with a real cost: documentation drifts, edge cases slip through, and by the time you realize a README is stale, three more things have changed. We were running into two specific problems. First, our core docs—CLAUDE.md, AGENTS.md, README.md—were constantly out of sync with what we'd actually built. With the pace of iteration we were moving at, keeping them current felt like a losing game. Second, even with solid PR review practices, we wanted an extra safety net: a systematic way to catch issues in code that had already


