Google Maps for your Coding Agent
Your AI coding assistant is blind.
How many times has this happened to you? You ask it to fix a login bug, and it breaks the entire API integration layer. You ask it to refactor one function, and suddenly three services stop talking to each other. You ask it to add a feature, and it creates duplicate logic that already existed two files away.
It's not the AI's fault. It sees files and functions in isolation. It has no map of how they actually connect — the call chains, the dependencies, the execution flows that weave through your entire codebase. It's editing code blindfolded.
We found GitNexus. An incredible open-source tool that indexes your codebase into a knowledge graph — every dependency, call chain, and execution flow visualized and queryable. It comes with MCP integration so your AI agents (Cursor, Claude Code, Codex) can actually see the full picture before they make changes. It even has a beautiful web UI to explore your code's architecture.
But there was a problem. It kept crashing on Linux. Specifically on Ubuntu 24.04 LTS which is what we run everywhere. The built-in LadybugDB vector store would corrupt its WAL file and die. Hard.
So we replaced the failing LadybugDB with a better solution — locally hosted Ollama. Same vector embeddings, same quality, but rock solid on Linux. Zero API costs, zero data leaving your machine, and it runs on your existing NVIDIA GPU.
We built a fork and it's been running stable for weeks on our production codebases.
Try it out. Give your AI coding assistant the context it needs to stop breaking things. And let us know your feedback — we're actively using and improving it.
#GitNexus #Ollama #CodeIntelligence #AI #DeveloperTools #OpenSource #Linux #Ubuntu #KnowledgeGraph #CursorAI #ClaudeCode #LocalAI