Introducing AI Fix

The Gap Between Finding and Fixing

QA engineers are great at finding bugs. They capture detailed recordings, log console errors, document reproduction steps. But when the bug is something simple — a typo in a heading, a wrong color, outdated copy — the fix still needs to go through the full engineering cycle: ticket created, developer assigned, context re-gathered, code changed, PR opened, reviewed, merged.

For a one-word typo, that process can take days. Not because the fix is hard, but because the developer has higher-priority work.

We built AI Fix to close this gap.

What AI Fix Does

AI Fix is an AI agent built into VibeCheck that reads your bug report, analyzes the connected GitHub repository, and proposes the exact code change needed. You review the diff and click "Create PR" — done.

How It Works

1. Open a track on the VibeCheck platform and navigate to the AI Fix tab
2. Select a GitHub repository from the dropdown — this is the repo where the bug lives
3. Click "Fix this bug" — the AI agent starts analyzing the bug context
4. Watch it work — the agent streams its progress in real time: reading files, searching code, narrowing down the fix
5. Review the proposed changes — see inline diffs for every file the agent wants to modify
6. Click "Create Pull Request" — a branch is created, files are committed, and a PR is opened on GitHub

The entire flow takes under a minute for simple fixes.

What It Can Fix

AI Fix works best for small, self-contained changes:

• Typos — misspelled words in UI text, labels, and headings
• Copy changes — updating button text, descriptions, placeholder text
• Color tweaks — changing hex codes, Tailwind classes, CSS values
• Minor logic — simple conditional fixes, off-by-one errors
• Config updates — constants, feature flags, display values

What It's Not For

AI Fix is not a replacement for your engineering team. It won't handle complex refactors, multi-file features, performance optimizations, or security fixes. For those, use the bug report as developer context — that's what VibeCheck was built for.

Think of AI Fix as handling the bottom 20% of your bug backlog — the small stuff that's easy to fix but hard to prioritize.

GitHub Integration

AI Fix uses your existing GitHub OAuth connection. If you've already connected GitHub for creating issues, the same token works for AI Fix (it needs repo scope to read code and create PRs).

The agent:

• Prefetches the full file tree so it can navigate directly to relevant files
• Uses GitHub's Code Search API to find the right files fast
• Creates a dedicated branch (vibecheck/fix-{trackId})
• Opens a PR with a clear description linking back to the bug report

Your developers review and merge like any other PR.

Usage Limits

Only successful fixes count. If the agent can't find the right code or fails to propose changes, your quota isn't affected.

Try It Today

AI Fix is available now for all VibeCheck users. Open any track, go to the AI Fix tab, and give it a try. Start with an obvious typo — you'll see how fast it is.

Connect your GitHub repo in Settings if you haven't already, and let AI Fix handle the small stuff so your team can focus on what matters.