GitHub Repository

Autonomous QA bug-hunt harness: an agent walks the full app flow, finds bugs, fixes them, and ships each as a PR with inline before/after GIFs. Target app included as a submodule.

0 starsShell

Gifhub, bug hunter that shows instead of tells

Name: Gifhub, bug hunter that shows instead of tells
Availability: InStock
Author: spmartin823

by spmartin823·Jun 24, 2026·2 points·0 comments

Visit Project View on HN

AI Analysis

●●SolidBig BrainShip It

Before/after GIFs embedded in PRs let non-technical reviewers see bugs fixed.

Strengths

•Visual proof in PRs means reviewers don't need to read code or run tests.
•Per-worktree isolation enables parallel agent runs without state collisions.
•Gets-or-creates isolated dev environments automatically via Conductor integration.

Weaknesses

•Zero stars—unproven at scale, may have edge cases in real repos.
•Requires repos to support per-worktree environment isolation or run single-threaded.

Post Description

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!