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RepoSense
Every developer knows codebase paralysis — the overwhelming feeling of joining a new project with no idea where to start. Traditional onboarding takes 14 days on average and costs organizations ~$15,000 per hire in lost productivity before a single line of production code is written. RepoSense fixes this in 9 seconds. Paste any public GitHub URL and receive a complete onboarding report: architecture breakdown, ordered key files guide, step-by-step roadmap, gotchas and warnings, and a downloadable Markdown export. Two interactive tools complete the experience — an Ask Bob chat for zero-hallucination, context-grounded Q&A, and a BobShell terminal where IBM Bob finds a beginner-friendly issue, writes the fix, and delivers a pull-request-ready diff instantly. RepoSense is built as a deep native integration of all four IBM Bob SDK modes: Plan Mode maps architecture, Ask Mode powers Q&A, Code Mode generates surgical diffs, and Orchestrator Mode chains them into a complete automated pipeline — all running on IBM Watsonx Granite with a silent Groq fallback for 99.9% uptime. What makes RepoSense truly unique: it was entirely built by IBM Bob. Every file across the React 18 frontend, FastAPI backend, and AI orchestration layer was autonomously architected, coded, and debugged by Bob — including self-healing a critical DNS error mid-development without human intervention. Target users: new engineers, open-source contributors, and engineering managers who need to eliminate onboarding friction and accelerate time-to-first-commit. RepoSense turns strangers into contributors on Day 1.
17 May 2026
