"An AI agent just built a production landing page, with GDPR audit logs and encryption baked in. I wasn't even at my desk."
That is not a lucky one-shot. It is a repeatable workflow. Piotr Karwatka recorded a full tutorial showing how to go from idea to a production-ready app on Open Mercato - the AI-Engineering Foundation Framework for CRM/ERP - with no babysitting and no ping-pong prompting.
This is the technical version: what the loop actually looks like, why it doesn't fall apart, and which patterns you can lift into your own stack.
The problem with conversational coding
The default AI coding loop is single-threaded and human-bound:
