Snyk Developer Security Platform

Snyk is a developer-first security platform that has evolved into an AI Security Fabric, continuously validating AI-generated code, governing development agents, and securing AI-native applications throughout the software development lifecycle. The platform addresses three critical challenges in modern development: automated AI-powered attacks that chain multiple vulnerabilities at machine speed, untrusted agentic development where 65 to 70 percent of production code is now AI-generated with nearly half containing vulnerabilities, and ungoverned AI applications where security teams lack visibility into deployed models and agents. The core scanning engine analyzes source code, open source dependencies, container images, and infrastructure as code templates for known vulnerabilities and misconfigurations. The DeepCode AI engine uses machine learning trained on thousands of open source projects to identify proprietary code issues that signature-based tools miss. For AI-specific risks, the platform validates AI-generated code before commits, monitors autonomous development agents for dangerous actions, and discovers shadow AI components running in production. Security policies are enforced directly in the developer workflow through IDE plugins, Git provider integrations with pull request checks, and continuous monitoring pipelines. The platform supports remediation guidance with auto-generated fix pull requests, license compliance checking, and risk scoring based on exploitability data from sources like KEV catalogs and Exploit-DB. Teams gain visibility through dashboards reporting vulnerability density, mean time to remediation, and coverage metrics across repositories. Studies demonstrate 288 percent ROI through improved developer productivity, reduced risk exposure, and tool consolidation.