9b5509b3-2d5f-4d6d-b270-29e6d5d08964

Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI & Product Hunt before you build — returns a 0-100 reality signal, top competitors, and pivot suggestions. Quick mode (2 sources) or Deep mode (5 sources in parallel). Supports English and Chinese input.