Pullfrog

Pullfrog is an AI-powered GitHub bot that automates the repetitive parts of software development directly inside your existing workflow. It listens for GitHub events and triggers agent runs in response: a PR opens, a review is submitted, CI fails, a merge conflict appears. No separate dashboard to babysit. Just tag @pullfrog anywhere, or configure automations to fire on their own.

It runs on GitHub Actions, which means it lives in your repo and uses infrastructure you already have. There's nothing new to learn about where your code runs.

What it can do out of the box:

• PR review – automatically reviews incoming pull requests and leaves structured comments
• Issue triage – labels and categorizes new issues based on your instructions
• CI autofix – detects failures on its own PRs and attempts fixes; can be configured for human PRs too
• Merge conflict resolution – identifies and resolves conflicts automatically
• Plan and PRD generation – drafts technical plans from issue descriptions
• Review iteration – when you leave comments on a Pullfrog-created PR, it addresses them and updates you
• Headless browser – runs end-to-end tests, takes screenshots, and iterates on UI without extra setup