Post 5 in the AI Software House series.

In short: A one-way pipeline that can’t respond to feedback is just a code generator. This post covers two features that make the system a real collaborator: a feedback loop where review comments on a pull request trigger automatic code revisions, and a Q&A mechanism where the AI pauses mid-run to ask clarifying questions before building the wrong thing.

A system that produces outputs but can’t respond to feedback isn’t a collaborator — it’s a vending machine. The two features in this post were the hardest to build and the most important for making the pipeline actually useful.

Full Article on Patreon: https://www.patreon.com/posts/156533119