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ci-autofix: CI failures that spin up a Cursor cloud agent

April 29, 2026

Table of Contents

I love Bugbot autofix, but I kept hitting a gap: a build error or a failing test on CI. I'd open the log, and most of the time I'd end up copy-pasting the error into an agent to fix it anyway.

With the Cursor SDK, that loop can be automated: CI/CD GitHub Actions failures can trigger a cloud agent to resolve the issue. The agent makes the necessary changes, validates them, and then pushes to the same branch.

Demo

Walkthrough of CI-triggered agent fixes.

Repo

The code and setup live on GitHub.