Yet another dependency security dashboard in a crowded AI-powered space.
Developers managing open-source dependencies
Snyk · Dependabot · Socket
Real-time code health TUI with Copilot integration, but "chat with codebase" category is crowded.
Real-world bug bounty wins ($625+), but dependency confusion detection is a known category.
Real-time PyPI trends with Claude AI summaries, but analytics dashboards exist (npm trends, libraries.io).
Wraps native audits (npm audit, cargo audit) + license scanning, but Snyk and Dependabot already do this.
Laravel-specific deployment dashboard when Coolify already does this.
GitHub repo analyzer without hallucination; ships as CLI, library, REST API, and MCP server.
