How to Generate Release Notes from GitHub Commits Automatically
The Manual Release Notes Problem
Every release cycle, you face the same tedious task: reviewing commits, summarizing changes, formatting release notes, and publishing them. This process can take hours—time better spent building features.
The solution: generate release notes from GitHub commits automatically. Let automation handle the documentation while you focus on development.
Approaches to Automatic Generation
Option 1: GitHub's Native Feature
GitHub offers built-in automatic release notes that pull from PR titles and labels.
Setup:
- Go to Releases → Create new release
- Click "Generate release notes"
- GitHub pulls PR titles since last release
Limitation: Only works if you use PRs consistently and requires manual triggering.
Option 2: Conventional Commits + Tools
Use structured commit messages with tools like semantic-release:
feat: add user authentication
fix: resolve memory leak in dashboard
docs: update API documentationTools parse these prefixes to generate changelogs automatically.
Limitation: Requires team-wide commit discipline. Output is still technical.
Option 3: AI-Powered Generation (ReleaseFlow)
ReleaseFlow takes a different approach: it analyzes your actual code changes—not just commit messages—and uses AI to generate user-friendly release notes.
How it works:
- Fetches commits from your GitHub repository
- Analyzes code diffs to understand what changed
- AI generates descriptions focused on user impact
- Delivers to Slack, Discord, Email automatically
Why Code Analysis Matters
Commit messages are often cryptic or incomplete:
fix: null check
wip
address PR feedback
bump versionBy reading the actual code changes, AI can generate meaningful descriptions:
"Fixed a crash that occurred when loading dashboards with no data. Your experience should now be more reliable."
Getting Started with ReleaseFlow
- Connect GitHub - Install the ReleaseFlow GitHub App
- Select repository - Choose which repos to track
- Configure schedule - Daily, weekly, or monthly
- Choose channels - Slack, Discord, Email, or all
Your first AI-generated release notes will be ready in minutes.
Start Automating
Stop spending hours on release notes. Try ReleaseFlow free and let AI handle your changelog.