Built a retail AI agent via vibe coding. Demo crushed it. Then architect asked: "Where's the reasoning?" The CLAUDE.md problem every enterprise faces going from PoC to production.
What takes weeks isn’t usually the code. It’s capturing the reasoning, testing assumptions against reality, and turning one person’s domain knowledge into something a team can trust and run. Huge difference!
What slows everything down is turning one person’s assumptions into something the team can actually see, question, and trust. That translation step is where most PoCs start to wobble.
What takes weeks isn’t usually the code. It’s capturing the reasoning, testing assumptions against reality, and turning one person’s domain knowledge into something a team can trust and run. Huge difference!
Exactly, the code part moves fast now.
What slows everything down is turning one person’s assumptions into something the team can actually see, question, and trust. That translation step is where most PoCs start to wobble.