Automatically detects version conflicts in Rust, Python, and npm projects. Then generates adapter shims that bridge incompatible APIs — if AI is enabled, it writes real translation code, tests it in a sandbox, and retries until the build succeeds. Includes a web dashboard, Docker image, and GitHub Actions integration.