Release Readiness Assistant — Powered by IBM Bob

The Problem Before every software release, developers manually check what changed, review dependency risk, and confirm test/readiness status. This process is repetitive, time-consuming, and error-prone — critical risks can slip through simply because there's no time to check everything by hand. Our Solution We built a Release Readiness Assistant using IBM Bob 2.0 (Bob IDE, Agent mode) that automates this entire pre-release workflow on a real, non-trivial codebase (IBM's Galaxium Travels demo application — a full-stack app with a React/TypeScript frontend and Python backend). Using Bob's agentic capabilities, our assistant: 1. Change Summary — Analyzes recent code changes and generates a plain-English summary, flagging anything risky (e.g. changes to config, database, or auth logic). 2. Dependency Check — Scans the project's real dependency files and flags outdated or risky dependencies. 3. Release Notes Generator — Automatically produces human-readable release notes from commit history. 4. Combined Release Readiness Report — Merges all of the above into one report with a clear "Ready to release: Yes / No / With caution" verdict at the top. We also had Bob run a self-verification pass, checking its own output for accuracy and specificity before we finalized the files — demonstrating Bob's ability to manage a multi-step workflow, not just generate isolated code snippets. Impact This reduces what is normally a manual, 30–60 minute pre-release review into a single automated pass, while surfacing risks (outdated dependencies, risky changes) that are easy for a human reviewer to miss under time pressure. Tech Stack IBM Bob IDE (Agent mode, /init project context, task-based agentic workflows) applied to a React/TypeScript + Python (FastAPI) full-stack application.