KnowledgeGuard — AI Codebase Intelligence

KnowledgeGuard is an AI codebase intelligence platform powered by IBM Bob that solves the bus factor problem — when a key developer leaves, their knowledge leaves with them. Paste any GitHub URL or local path. KnowledgeGuard instantly analyzes your entire repository across four dimensions: KNOWLEDGE GUARD Scans git history to find files only one developer understands. IBM Bob generates deep Knowledge Transfer Documents capturing what took years to learn. Ghost Developer mode lets your team ask Bob questions as if the original author never left. ARCHITECTURE SENTINEL Uses Python AST parsing to detect circular dependencies, god files, and oversized modules. IBM Bob explains each issue with full repository context and generates a concrete refactoring plan. REPO Q&A Ask anything about your codebase in plain English. IBM Bob reads your actual files and answers with complete repository awareness — not generic advice. Questions that took hours now take seconds. ARCHITECTURE MAP A real-time neural network dependency graph from AST analysis. Every node is a real file, every edge a real import relationship. God files pulse with danger beacons. Particles flow along edges showing import direction in real time. HOW IBM BOB POWERS THIS Every query runs through Bob Shell CLI with the actual repository as working directory. Bob reads real files using its native tools, uses @ file reference syntax for precise analysis, and applies full multi-model orchestration — capabilities no generic AI tool can match without complete repository context. KnowledgeGuard scanned itself during development, identified its own architectural issues, and Bob generated the fix plan. A tool that improves itself demonstrates real utility. Built solo in 48 hours. Works on any public GitHub repository.