DeepCode

DeepCode (acquired by Snyk) is an AI-powered code review and security analysis tool that detects bugs, vulnerabilities, and code smells using machine learning trained on millions of commits and open-source repositories.

Overview of DeepCode

DeepCode automatically analyzes repositories in real time, providing actionable insights during development. It understands the semantics of code rather than just syntax, identifying subtle issues like resource leaks, missing validations, or logical flaws. By connecting with GitHub, GitLab, or Bitbucket, it scans pull requests and commits to highlight security risks and best-practice violations. Its models continuously learn from new open-source contributions and vulnerability databases. After Snyk’s acquisition, DeepCode technology became a core part of Snyk Code, enhancing detection accuracy and language support across Python, Java, JavaScript, and more.

How to use DeepCode

Sign in with your GitHub or GitLab account at deepcode.ai or snyk.io/code. Authorize repository access, and DeepCode automatically scans your projects. Review alerts directly in your IDE or pull request comments. Developers can customize rule sets or integrate checks into CI/CD pipelines to block insecure merges. For teams, Snyk dashboards display vulnerability trends and compliance reports.

What is DeepCode

DeepCode is the intelligent layer of static analysis—using AI to understand intent behind code, not just patterns. It goes beyond linting to identify potential exploits, performance bottlenecks, and maintainability risks. As part of Snyk, it empowers developers to build secure, reliable software with continuous AI-backed feedback.