Snyk powered by DeepCode AI
With 10 years in software development, DeepCode AI powers the fastest, most accurate, and most comprehensive set of AppSec testing tools on the market.
Purpose-built AI for secure development
DeepCode AI powers the Snyk AI Security Platform, utilizing frontier AI models fine-tuned with security-specific context curated by top security specialists, to give you all the power of AI in your security, without any of the drawbacks.
With 25M+ data flow cases, 19+ supported languages, and multiple AI models, Snyk's DeepCode AI code analyzer was designed to find, autofix, and prioritize vulnerabilities, and manage tech debt.
DeepCode AI powers 85%-accurate security autofixes and comprehensive app coverage, letting developers build fast while staying secure.
Our specialized model is built and refined by top-tier researchers who use training data from millions of permissively licensed open source projects with verified code fixes — never customer data.
The DeepCode AI difference
AI models are powerful, but come with privacy issues, limitations, and hallucinations. Snyk ensures data privacy while delivering AI code analyses and fixes, and uses multiple models and security-specific training sets for one purpose — to secure applications.
Unmatched scanning accuracy with hybrid AI
Snyk employs an industry-unique process to create the DeepCode AI knowledge base. By combining symbolic and generative AI, several machine learning methods, and the expertise of Snyk security researchers, we ensure a high-level of accuracy without hallucinations.
Risk-based Prioritization powered by AI
DeepCode AI supports Snyk’s context-aware risk scoring, assessing the popularity of the affected package and the reachability of vulnerable code, all while monitoring the maturity of available exploits.
Simplified rules creation with DeepCode AI Search
Write your own queries using DeepCode AI logic (with autocomplete) and leverage the hybrid AI to instantly find matches in your code. It’s easy for your team to create, test, run, and save rules with the help of DeepCode AI.
Get started with Snyk AI code security tools for free
No credit card required.
“When it comes to developer productivity gains, the recent explosion of generative AI innovation has been welcomed by many with a mixture of enthusiasm and relief. As a security leader, however, my foremost responsibility is to ensure that all of the code we create, whether AI-generated or human-written, is secure by design. By using Snyk Agent Fix, our development and security teams can now ensure we’re both shipping software faster as well as more securely.”
Additional Snyk AI resources
Blog
Academic exploration of DeepCode AI
Learn about symbolic and hybrid AI and go deeper with academic papers.
Blog
AI-generated security fixes in Snyk Code
Learn about Snyk Agent Fix’s security-crafted autofix suggestions.
Blog
How Snyk uses AI to secure AI
LLMs like GPT-4 are powerful, but it takes a hybrid AI to tackle security.
Autofix code issues with Snyk IDE plugin
Learn how to scan and autofix your code in seconds, without breaking development rhythm.