AI writes code fast, but it's missing structure. So I built a methodology layer.

Every time I start a new project with Claude Code, I'm doing the same thing: the first hour or so is just setting up the structure that should already exist. Writing CLAUDE.md, defining agents, roles, conventions... then if you finish and decide to make a new project, all over again. The AI can write code fast. But I feel it's missing structure. It writes code in circles. No clear tasks, no definition of done, no ownership boundaries. You end up being the project manager, the QA, and the developer, except now you're also managing an AI that doesn't remember what it did last session. The problem When you work with AI agents, there's no shared methodology. Every session starts cold. The agent doesn't know what was decided yesterday, what's in progress, or what "done" means. You spend more time managing the AI than building your product. A lightweight backbone I think agentic AI needs a methodology layer. Not a heavy framework, just enough structure so every session starts with shared con