AI coding assistants like LLMs cannot reliably build upon or iterate on complex code projects without breaking things and requiring constant manual correction.

Generate a build spec

User stories, data model, API surface and a two-to-four week MVP cut — grounded in what these 1 reports actually said. Markdown you can paste into a coding agent.