Raccoon AI Code Mode
Connect your GitHub repos and let Raccoon AI write, fix, review, and ship code. From building projects from scratch to fixing bugs in existing codebases, go from issue to pull request in one conversation.
Try these prompts to get started
Invoice Generator
A Python script that reads client and line item details from a JSON file and generates professional PDF invoices with automatic tax calculation.
Real-time Chat Server
A WebSocket-based chat server in Node.js with rooms, typing indicators, and message history stored in SQLite.
CSV Data Cleaner
A CLI tool that reads messy CSV files, detects and fixes common data quality issues, and outputs a clean version with a summary of changes.
How to code with Raccoon AI
Connect your repository
Link your GitHub account and select the repo you want to work on. Raccoon AI clones it and understands the project structure, tech stack, and conventions.
Works with any repo
Your own projects, forks of open source repos, or team repositories. Raccoon AI adapts to whatever codebase you point it at.
Describe the task
Tell Raccoon AI what to work on. Reference a GitHub issue, describe a bug, or ask for a new feature. It reads the relevant code, understands the context, and starts implementing.
Be as specific or as vague as you want
Paste an issue link and say "fix this" or describe exactly what you want changed. Raccoon AI figures out what code to touch either way.
This issue was reported on the upstream repo: https://github.com/calcom/cal.com/issues/27633 Read the issue, find the relevant code in our repo, implement the fix, and raise a PR.
Watch the implementation
Raccoon AI navigates the codebase, finds the relevant files, and makes changes. You see every file it reads, every edit it makes, and every decision it explains.
Full transparency
No black box. You see the reasoning behind every code change as it happens.
Iterate on the changes
Review the diff and ask for adjustments. Add edge cases, change the approach, ask for tests, or refine the implementation.
You stay in control
Raccoon AI proposes changes. You decide what gets committed. Ask it to redo anything that does not look right.
Add unit tests for the validation logic. Cover the cases where password is missing, too short, and does not meet complexity requirements.
Ship it
Raccoon AI commits the changes with a clear message, pushes to a branch, and opens a pull request referencing the original issue. You review and merge.
From issue to PR in one conversation
What used to take context-switching between your editor, terminal, browser, and GitHub happens in a single place.

Frequently asked questions
Code mode connects to your GitHub repositories and works directly on your codebase. Build new projects, fix bugs, review PRs, and ship code without leaving the conversation.
Have more questions or looking for a different solution? Contact sales
All major languages and frameworks. Python, JavaScript, TypeScript, Go, Rust, Java, C++, Ruby, and more. Frameworks like React, Next.js, Django, FastAPI, Express, Rails, Spring, and others. Raccoon AI reads your existing codebase and follows its conventions.
Authorize GitHub access with one click via OAuth. Raccoon AI can then clone your repos, read code, create branches, commit changes, and open pull requests. You control which repositories it can access and can revoke access anytime.
Both. Point it at an existing repo and it reads the codebase, understands the architecture, and makes changes that follow your existing patterns. It can also scaffold new projects from scratch.
Yes. Share a PR link and Raccoon AI reviews the diff, checks for bugs, security issues, and performance problems, and posts feedback directly on the PR with severity ratings and suggested fixes.
Yes. Raccoon AI can run your test suite, interpret failures, and fix the code until tests pass. It can also write new tests for code it generates.
Yes. Raccoon AI creates commits with clear messages following your repo conventions, pushes to branches, and opens pull requests with descriptions that explain what changed and why. You review and merge.