Post 7 in the AI Software House series.

In short: The first draft is never the best draft — not for requirements, not for system designs. This post covers how the pipeline runs structured review-and-revise loops before any code is written: the PM rewrites the requirements based on critique, the Architect rewrites the design based on critique, up to three times each. Better inputs at the top produce dramatically better code at the bottom.

The hardest lesson from Builder.ai — and from running this system in practice — is that the first pass is never the best pass. Not for PRDs. Not for system designs. Not for code.

Human engineers don’t write perfect designs in one shot. They write a draft, get feedback, revise. The AI pipeline needed the same capability.

Full Article on Patreon: https://www.patreon.com/posts/iterating-toward-156533908