[allisdust]

Through multi pass development. It's a bit like how processes happen inside a biological cell. There is no structure there. Structure emerges out of chaos. Same thing is with AI coding tools. Especially Claude code. We are letting code evolve to pass our quality gates. I do get to sit on my hands a lot though which frees up my time.

[aroussi]

Yeah, I agree. I never let the AI make any architectural decisions (and I also watch Claude Code like a hawk lol). That being said, since we started using this system, we noticed that our PRDs and implementation plans (epics) became more detailed, giving the AI a lot less wiggle room.

Essentially, I'm treating Claude Code as a very fast junior developer who needs to be spoon-fed with the architecture.