AI SaaS

DevOps Pipeline Bot

A CI/CD copilot that reads failing build logs, suggests fixes, and opens pull requests with the patch — all behind a review gate.

Node.jsTypeScriptOpenAI APIGitHubDocker

Kode Sumber Demo Langsung

Challenge

Flaky CI failures burned half an engineer's morning every day — usually trivial dependency or config drift that a model could spot.

Approach

A Node service subscribes to CI webhooks, pulls the failing logs, and prompts a constrained LLM to propose a diff. The service applies the patch on a fresh branch, re-runs the tests in Docker, and opens a PR only if tests pass. A human still clicks merge.

Outcome

~40% of red builds auto-fixed without an engineer touch.
Every PR is review-gated, so nothing lands unattended.
Internal cycle time on main dropped measurably.