
Problem: Onboarding a developer to a new repository takes 1–2 weeks of wading through stale wikis and deciphering code dependencies. Documentation is rarely up to date. Solution: OnboardBob is an autonomous developer onboarding & repository intelligence platform built with Python, FastAPI, React, and IBM Bob 2.0. Any developer can paste a public GitHub Repository URL and Issue URL. OnboardBob dynamically scans the repository AST, renders an interactive visual SVG architecture diagram, calculates documentation drift health, generates an AI Project Setup Guide from the README.md, and leverages IBM Bob AI agent workflows to synthesize PyTest verification suites, execute terminal tests, and open ready-to-merge GitHub Pull Requests. Impact: Time-to-First-PR reduced from 5 days (40 hours) to 2 minutes (98% MTTR reduction).
27 Sep 2026