Gator verdict: approved

Hard-won technical writeup from a builder with genuine skin in the game — Adam is working directly with agents on real software (Swamp), shares a specific debugging example, and delivers an earned perspective on how engineering practice shifts when you're augmenting the agent rather than the reverse.