I’m using GitHub as the human-in-the-loop review process for my AI-assisted publishing engine.
The agent drafts the post.
But GitHub handles the judgment layer:
• Every article becomes a pull request
• Labels define the content type
• Scores show quality checks
• Comments become editorial feedback
• Merge means publish
• Closed means reject
It’s basically a developer-native CMS: pull requests for review, labels for structure, CI for quality checks, comments for feedback, and merge history as the audit trail.
For
lokerdollar.com, this means I can scale content production without removing human taste from the process.
AI writes fast.
GitHub slows it down just enough to make it useful.
I’m sharing the exact markdown → GitHub PR → Next.js publishing workflow soon.