DeepCode (Snyk)

DeepCode AI is an AI-powered code analysis tool integrated into the Snyk AI Security Platform, designed for developers and security teams. Its primary purpose is to find, autofix, and prioritize security vulnerabilities, as well as manage technical debt. The product is built for application security (AppSec) testing and is available to all Snyk users. Key capabilities include AI-powered code review and AI security for SAST (Static Application Security Testing). It offers automated code autofixes, which the source text states are delivered with 80% accuracy and can be completed in seconds. The tool is powered by multiple fine-tuned AI models and a knowledge base built from over 25 million data flow cases, 19+ supported languages, and security-specific data curated by security researchers. DeepCode AI employs a hybrid AI approach that combines symbolic and generative AI with machine learning methods to achieve high scanning accuracy without hallucinations. For organizations concerned with data privacy, a self-hosted version of DeepCode AI is available.