Question: Can you recommend a GitHub integration that uses AI to detect bugs and security vulnerabilities in code?

First, DryRun Security is a mature option that directly integrates with GitHub. It offers developers real-time security context through its AI-powered Security Buddy, which performs fast and accurate security code reviews. It supports a variety of programming languages and frameworks, and can boost developer productivity by directly integrating into the development pipeline.

Another strong contender is Bearer, a developer-focused SAST tool that can be integrated into DevSecOps pipelines. Bearer offers tight integration with GitHub, as well as with GitLab and BitBucket, to identify sensitive data and privacy vulnerabilities. It offers customizable rules and reporting so security teams and developers can focus on the most important security issues and remediate them early in the development cycle.

Also worth a look is Snyk, a full developer security platform that integrates with development tools and processes. It offers continuous vulnerability scanning, remediation advice and support for a broad range of languages and tools. Snyk is designed to be developer friendly while offering serious security features, so it's a good choice for teams that want to improve their security.

If you want to go more AI-heavy, Metabob uses graph-attention networks and generative AI to help with code review, refactoring and debugging. The tool is particularly good at finding and fixing complex coding issues across codebases, improving software security and quality. It also offers a free individual developer plan and customizable bug detection models.