GitDiffExplainer: AI Commit Reviewer
Automatically generates plain-English explanations of git diffs for non-technical stakeholders and new team members who need to understand code changes without reading code.
The Problem
Product managers, designers, and junior devs constantly ask 'what changed in this PR?' but reviewing diffs requires technical literacy. Teams waste time in standups explaining code changes, and onboarding takes longer because new hires can't quickly understand the codebase evolution.
Target Audience
Engineering teams (5-50 people) with mixed technical backgrounds, technical PMs, dev team leads at mid-market SaaS companies, and dev agencies managing client handoffs.
Why Now?
Claude and GPT-4 are now cheap enough to run this at scale; GitHub's API webhooks make real-time integration trivial; vibe coders can build this MVP in 2 weeks with Cursor.
What's Missing
Existing code review tools focus on linting/security, not human explanation; GitHub's native UI shows raw diffs but never summarizes intent or business impact in accessible language.
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