# AI Code Review That Catches Real Bugs

Bugbot detects the hardest logic bugs with a low false positive rate.

This element contains an interactive demo for sighted users. It's a demonstration of Cursor integrated within GitHub, showing AI-powered code review and debugging assistance. The interface is displayed over a scenic painted landscape wallpaper, giving the demo an artistic backdrop.

## GitHub Pull Request

### Get BugBot

#### cursorbot reviewed 1 hour ago

```typescript
const DEFAULT_ROUTE_OPTIONS = { maxSpeed: 65, avoidTolls: false };

export function planWaymoRoute(dest, options = {}) {
  return planner.compute(Object.assign(DEFAULT_ROUTE_OPTIONS, options));
}
```

#### Route Settings Leak Between Riders
Using `Object.assign` mutates the shared `DEFAULT_ROUTE_OPTIONS` object in place. One rider's route preferences will leak to all subsequent trips.

❤️ 0123456789

#### jon kaplan just now

Checks out, let's push to prod

### A Mandatory Pre-Merge Check for Thousands of Teams

### Ship with Confidence
When enabled, Bugbot automatically runs in the background on new PRs.

#### ryokun 67 minutes ago

Just one more thing!

#### ryokun 6 committed

All checks have passed

3 successful

Cursor / Integration  
 Cursor / Smoke Tests  
 Cursor Bugbot

## Adapts to Your Standards
Bugbot improves as you define and iterate on custom rules and best practices.

## API Security Standards

### Flag When
- Endpoints missing authenticate() middleware
- User input passed to query() without sanitize()
- Secrets hardcoded as string literals
- Missing rateLimit() on public-facing routes
- cors({ origin: '*' }) in production config
- Response exposes internal stackTrace fields

## High Signal, Low Noise
Bugbot optimizes for bugs that get fixed. 70%+ of flags get resolved before merge.

```typescript
if (token.exp > Date.now()) {
  // Older code
}

const nowSeconds = Math.floor(Date.now() / 1000);
if (token.exp > nowSeconds) {
  return { valid: true, user: token.sub };
}
// Fixed the unit mismatch.
```

#### comments
The hit rate from Bugbot is insane. Catching bugs early saves huge downstream cost.

### David Cramer  Co-Founder & CPO, Sentry
> Bugbot is particularly helpful for large MRs. The summary it generates accurately describes the actual code changes. I've seen it catch implementation errors that received a pass of human code review.

### Tim Froehliche  Staff Engineer, Maven
> Bugbot helps give back 40% of time spent on code reviews.

### Ankur Bhatt  Head of AI Engineering, Rippling
> Bugbot finds real bugs after human approval. Avoiding one sev pays for itself.

### Kodie Goodwin  AI Engineering Leader, Discord
> Incredibly strong at reviewing AI-generated code.

### Vijay Iyengar  AI Engineering Leader, Sierra
> Bugbot finds really solid issues, not just in the files or lines of code directly touched by a PR, but also in how the changes interact with existing components and assumptions made elsewhere in the code.

### Prabhav Chawla  Engineer, Decagon

## Questions & Answers
### How does Bugbot integrate with my existing workflow?
Bugbot finds bugs directly in GitHub. It automatically reviews PRs, comments on potential issues, and provides fixes directly in your Cursor editor or through our Background Agent.

### Can I customize how Bugbot does reviews?
Yes! Bugbot Rules allows you to define custom coding standards, enforce best practices, and set up project-specific guidelines to match your team's needs.

### How accurate is Bugbot's bug detection?
Bugbot uses a combination of frontier and in-house models to review code. More than half of the bugs that we find are ultimately fixed by engineers.

### Can I try Bugbot before purchasing?
Yes! We offer a 14-day free trial for all plans. You can test all features and see how Bugbot works with your codebase before committing.

## Get Started with Bugbot
[Try Bugbot for free](/content/dashboard/bugbot/index.html)