DeepCode/Snyk Code

DeepCode, now integrated into Snyk Code (Snyk's static application security testing - SAST tool), is an AI-powered static code analysis solution for DevSecOps teams.

It automatically scans codebases across more than 10 programming languages to identify security vulnerabilities, code quality issues ("code smells"), and potential bugs in real-time.

Unlike traditional static analysis tools relying heavily on rules, DeepCode/Snyk Code employs a hybrid AI model combining machine learning trained on massive code repositories with symbolic AI techniques.

Key features include "real-time feedback" within IDEs and CI/CD pipelines, contextual remediation recommendations, and continuous learning from new code patterns and security incidents.

By proactively identifying and suggesting fixes early in development, DeepCode/Snyk Code helps teams build more secure and maintainable software faster, reducing technical debt and improving overall code health.