The problem nobody talks about AI coding agents write code fast. Too fast. Within a few sessions you end up with: Utility functions calling into feature modules Feature logic embedded in CLI entry points Circular dependencies 3 layers deep Database clients instantiated inside pure functions No linter catches this. No formatter fixes it. The codebase works -- but it's slowly becoming unmaintainable, and the agent helping you has no structural feedback to course-correct. What I built Atomadic Forge is an architecture compiler. Point it at any Python or JavaScript repo and it: Scouts -- maps every symbol, tier, dependency, language Wires -- finds every import that violates the composition law Certifies -- assigns a score 0-100 with a SHA-256 receipt Enforces -- auto-fixes violations in-place, dry-run safe It runs as an MCP server -- your agent in Cursor or Claude Code can call certify , wire , recon , enforce , and 25+ other tools directly.…