snyk code - ai-powered sast for developers
About Snyk Code
Developer-first static application security testing powered by DeepCode AI, with real-time IDE scanning, auto-fix suggestions, and data flow analysis across 19+ languages.
Snyk Code interface preview
Key Capabilities
Real-time SAST scanning in IDE without requiring builds
DeepCode AI with ~80% accurate auto-fix suggestions
Data flow and taint analysis across 19+ languages
50x faster than legacy SAST tools
OWASP Benchmark scores 20 points above competitors
Self-hosted AI engine; no code sent to third-party LLMs
Standout Features
Real-Time SAST
Scans code in your IDE and PRs without builds, delivering results in seconds.
DeepCode AI Auto-Fix
One-click fix suggestions with ~80% accuracy, trained on 25M+ data flow cases.
Data Flow Analysis
Source-to-sink taint tracking with AI-learned external insecure data sources.
Self-Hosted AI
Proprietary AI engine runs privately; no customer code sent to third-party models.
Risk Prioritization
Context-aware scoring based on reachability, exploit maturity, and deployment status.
Perfect for
Compare Snyk Code
Community Buzz
30 security rules for AI vibe coding: Never use AI-built auth. Use Clerk, Supabase Auth, or Auth0. Never paste API keys into AI chats. Use process.env.
The entire AI coding industry just got exposed. Someone leaked the system architecture of every major tool, 30,000+ lines of hidden instructions.
EVERY TOOL VIBE-CODERS SHOULD KNOW ABOUT: @claudeai for coding + debugging, @cursor_ai as AI code editor, @Replit for cloud coding + deployment.
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