
Behind the Scenes: Why We Had to Slow Down to Speed Up
A simple bulk upload broke — 22 teams skipped, 0 created. The fix seemed easy. AI suggested patching the frontend. But that would’ve locked in a broken contract. Here's how we slowed down, re-architected the system, and avoided weeks of silent tech debt and wasted tokens.