Like many people, I've started unleashing coding agents on my repos to do parallel, autonomous bug bashing.

I had a couple problems: 1. Sometimes the bugs are not actually bugs, just stylistic choices. Fable said it was a bug that my login didn't have a length check error message. I've never seen a length checker on a login. 2. Testing bugs locally takes a long time. 3. Doing testing outside of Github and reviewing code in PRs is a disjointed experience.

Gifhub is a simple Claude plugin that solves these problems. It attaches gifs of the reproduced bug and the fix to prs in Github.

There's a gif in the README.md to show you what this looks like. Showing is better than telling!