PRobe

The Problem: Every engineering team eventually runs into the same issue: • Pull requests get merged too quickly • Reviews become shallow or rushed • Maintainers constantly context-switch • Risky changes slip into production unnoticed A single bad merge can lead to debugging time, security incidents, regressions, and growing technical debt. ───────────────────────────────────── What is PRobe? PRobe is an AI-powered Pull Request intelligence dashboard built for: • Repo maintainers • Tech leads • Engineering teams focused on code quality Enter any public GitHub repository URL to: 1. Instantly fetch all open PRs 2. Select a PR 3. Let IBM Bob perform a deep AI-driven analysis of the diff and repository context No setup is required for reviewers. ───────────────────────────────────── What PRobe Analyzes For every Pull Request, PRobe generates critical insights including: PR Summary • Explains in plain English what the PR actually changes • Reduces review time and context loading Refactor Score (0–100) • AI-generated maintainability score • Highlights risky or messy code changes quickly Missing Test Coverage Detection • Identifies functions or areas lacking tests • Encourages safer merges and stronger CI practices Security & Secret Detection • Detects vulnerable imported packages • Flags exposed API keys, credentials, or tokens before merge PR Complexity Warnings • Detects oversized PRs • Flags PRs mixing multiple unrelated concerns Auto-Generated Labels • Automatically categorizes PRs for easier triaging ─────────────────────────────────────── Why PRobe? PRobe transforms code reviews from gut-feel decisions into data-driven engineering decisions. It helps teams: • Review faster • Catch risks earlier • Improve code quality • Reduce reviewer fatigue • Scale engineering workflows intelligently ───────────────────────────────────── Tech Stack • Next.js • TypeScript • Tailwind CSS • GitHub REST API • IBM Bob as the core AI analysis engine