Which AI agents fix bugs?
Updated Oct 25, 2026: 24 real examples of people using an AI agent to fix bugs. This page lists 10 of them, the ones described in the most separate accounts, each with a link to the original source. The count is how many use cases on this site match this job right now.
Part of Software & DevOps.
Examples
Queue maintenance and bug fixes for Cursor background agents
A developer authorized the GitHub app so Cursor background agents cloned repos into sandboxes, branched, and worked through a day's queue of maintenance, features and bug fixes.
Cursor3 accounts
Debug and fix open-source bugs with tests via agents
The author used coding agents to debug two bugs in an open-source system tool and implement fixes and tests autonomously, then submitted two PRs.
Custom agent2 accounts
Triage P2 bugs into draft PRs with demo videos
A Dot connected to GitHub and Slack watches #bugs, scopes and tests a fix in a cloud environment, and opens a draft PR with a short demo video.
Source on byteiota.com, Oct 2, 2026
Dots2 accounts
Autonomously test an entire iOS app and report bugs
A tool lets Claude Code drive an iOS app through the accessibility tree, tap every screen, and return a structured bug summary.
Claude Code2 accounts
Click through macOS app builds to catch visual bugs
A developer used Claude Code computer use to compile, launch, and click through macOS app screens to find layout bugs.
Claude CodeClaude computer use2 accounts
Review GitHub pull requests for bugs and security
A Hermes tutorial reads a PR diff and returns a structured review of bugs, security and code quality, then turns it into a skill that watches repos and sends summaries.
Source on hermes-agent.nousresearch.com
Hermes Agent2 accounts
Fix bugs and release an app remotely via Telegram command
A commenter tells Gemini over Telegram to fix bugs, test, and release their app while they are away from their laptop.
Turn Sentry bug reports into fix pull requests
Sentry's Seer passes root cause analysis and issue context to a Cursor Cloud Agent, which writes the fix and opens a pull request in the user's repo.
Run support queries and bug checks from Slack threads
Doozy, a Slack agent, takes tasks from support staff and runs them against Postgres, Stripe, GitHub and Linear in a sandbox, then posts results in the thread; 13 people use it daily.
Custom agent
Find bugs with property-testing agent swarms
Agent swarms doing property testing found about 30 bugs in the author's work code, then ~100 bugs across open-source projects like uv, with many fixes merged.