Team lead and developer
PullPanda AI
An automated GitHub code-review agent built with the Probot framework and LLMs to review pull requests and reduce review fatigue.
Problem
Engineering teams spend substantial time catching repetitive syntax and convention errors across pull requests, slowing delivery.
Outcome
Deployed across 26+ repositories and analyzed over 5,150 pull requests with a 50% reduction in false positives.
Project notes
I developed PullPanda as a GitHub application using the Probot framework to automate pull request code reviews.
The agent evaluates diffs against team conventions and posts actionable, contextual feedback. It has reviewed more than 5,150 pull requests across 26+ repositories, cutting false positive review comments by 50% through tailored prompt refinement.