I built a tool that audits docs for agent readability
Day 0/1/2 framework is useful, but this is more educational content than functional tooling.

Instant architecture overviews, tech-stack breakdowns, and entry-point maps from a pasted GitHub URL are the pitch — perfect for quick onboarding or audits. The site nails low friction (no login for public repos, indexed repo browser) but the space is crowded and the product needs clarity on accuracy, model limits, and private-repo support to feel essential.
Developers, open-source contributors, code reviewers, engineers onboarding to new repos
Day 0/1/2 framework is useful, but this is more educational content than functional tooling.
Clean URL pattern, but Cloudinary and imgix already generate document thumbnails.
Yet another codebase access tool when Copilot and Cursor already do this.
Git-native C4 docs in early POC stage competing with Structurizr and IcePanel.
Scores every repo on 12 checks with direct links to GitHub settings for fast fixes.
Portfolio from GitHub metadata, but LinkedIn, AngelList, and Versus already own this motion.