Introducing the New Agentic Architecture for Snyk Agent Fix: Faster, Smarter, and More Secure

Snyk's latest innovation, Snyk Agent Fix, marks a shift in security from merely identifying issues to effectively fixing them, utilizing a developer-first approach that integrates AI with Snyk's extensive security intelligence. This evolution, set for release on May 26th, 2026, includes a move from static fine-tuning to dynamic few-shot prompting, enhancing the system's ability to provide real-time security guidance across all Snyk Code-supported languages. By benchmarking against rigorous security integrity, functional logic, and real-world golden tests, Snyk ensures that its models deliver secure and usable code fixes. The integration of Snyk's proprietary database of vulnerabilities with leading LLMs significantly outperforms previous models, achieving a 14.48% increase in evaluation pass rates, and introducing agentic retries to refine insecure outputs. This new dynamic approach allows Snyk to scale language support efficiently, offering comprehensive remediation capabilities across various programming languages, and positions Snyk at the forefront of automatic security debt management within development workflows.