We built a searchable database of 25K verified engineering fixes — here's why

Every developer has spent hours debugging an error that someone else already solved. Stack Overflow is fragmented. GitHub issues are buried. AI models hallucinate fixes. We built FIXGRAPH to fix this. What it is FIXGRAPH is a searchable database of 25,000+ verified engineering fixes, indexed by error message and technology stack. You search for your error — Prisma connection refused, Docker OOM, Vercel deploy failed, Redis ECONNREFUSED — and get step-by-step solutions that actually worked, with trust scores. Live: https://fixgraph.netlify.app Why we built it Two reasons: 1. Human debugging is repetitive. The same 500 errors account for 80% of engineering time lost. Every team rediscovers them from scratch. 2. AI agents need verified fixes, not hallucinated ones. When a coding agent hits an unknown error, it guesses. We wanted to give it a lookup table of what actually works. The MCP server The most useful part: we published FIXGRAPH as an MCP (Model Context Protocol) server so AI codin