I built a structured context layer for AI coding agents so they stop generating the wrong UI

via

PromptEngineering

Most AI coding agents fail at UI not because they can't write code, but because they have no context about what you actually want. You ask Claude Code or Cursor to "build a hero section" and you get something that compiles but is completely off — generic copy, wrong component structure, no awareness of your design system or constraints. Then you spend the next hour correcting it prompt by prompt. The real problem: the agent is flying blind. It doesn't know your stack, your existing components, y