AI Spatial Code Exploration

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Created by team Xnav on May 05, 2026
AI Agents & Agentic Workflows (Best Track for Beginners)

Every developer has opened a new repo or his own Vibe coded project, and felt completely lost. Hundreds of files, no context, and 4 hours of reading ahead before you can contribute anything. XNAV solves that. Point XNAV at any codebase and it builds a live, interactive spatial graph of your architecture. Files are grouped into semantic clusters, Auth, API, Backend, Frontend, not by folder structure, but by what the code actually does. Dependency flow is animated in real time between clusters, so you instantly see what imports what. Click any node and an AI explains what it does and why it exists. Under the hood: AST parsing builds the dependency graph, sentence-transformers running on AMD GPU via ROCm generate semantic embeddings, and Mistral via Ollama handles classification and explanations, fully local, no API keys, no data leaving your machine. The frontend is a D3.js force-directed spatial graph with live animation. Built for the era where AI generates more code than humans write, and traditional IDEs are no longer enough to understand it.

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