Secure your AI-generated code

AI-driven development is driving innovation at machine speed, bringing new risks from previously unseen sources. Empower your developers to use their favorite AI coding assistants safely by mitigating AI-generated security risks through governance across every stage of development with the Snyk AI Security Platform.

AI is creating a new code reality

It’s hard enough for outnumbered security teams to keep pace with code developed by humans. Velocity has increased dramatically with the introduction of AI coding tools and autonomous coding agents.

Your devs are using AI coding tools

77% of developer teams are already using AI coding tools in their work.

AI can generate vulnerable code

AI is only as good as the data it’s trained on, which means code security risks are there from the start.

Autonomous agents introduce new risks

Risk now arises through the tools agents use, the actions they take, and the code they generate.

Secure AI-generated code in flow, within seconds

Pair AI coding tools with the Snyk AI Security Platform to write, scan, and auto-fix your code securely in seconds — reducing your time to remediate (MTTR) by 84% or more. Remember to toggle on Snyk Agent Fix in your settings first.

1. AI tools generate code in the IDE

Developers use tools like GitHub Copilot to quickly write code.

2. Snyk scans code in real time

Snyk scans code at inception, while it's being written, flagging vulnerabilities in line.

3. Snyk Agent Fix auto-fixes issues in seconds

Developers choose a pre-screened, 85%-accurate fix and apply it with a click.

End-to-end code security from first prompt to production

Snyk Code automatically scans source code while AI security agent Snyk Agent Fix autonomously generates and validates code fixes, making it fast and easy to secure code as it's being written — by humans or AI — while giving security teams oversight and targeted insights.

Bring guardrails even earlier in the SDLC to ensure your code is secure at inception

Beyond IDE and PR integration, Snyk also ensures you’re prepared for AI innovation by providing a complete system for securing agentic development – securing what agents use, governing what actions agents take, and validating what agents generate.

Safeguard your apps and data with frontier AI and industry-leading security intel

Snyk ensures data security and a high level of accuracy without hallucinations for companies like Snowflake and Komatsu by powering our platform with an agentic architecture that combines frontier AI models with Snyk’s proprietary security intelligence. Through dynamic few-shot prompting, Snyk Agent Fix guides leading models in real time with the most relevant, human-written examples at the moment of code generation, transforming general-purpose AI into a domain security expert that consistently delivers fixes that are both functionally sound and free of vulnerabilities.

Simplify developer adoption with our IDE plugins and pull request experience

Snyk Code adds security directly into IDEs and pull requests with real-time vulnerability-scanning and auto-fixing of human and AI-generated code, providing context-specific fix explanations and actionable fix advice in-line, so developers can resolve issues knowledgeably, early, and in seconds.

AI governance through one platform, with impactful monitoring and reporting features

Define, manage, and scale your AI security program with end-to-end visibility and intelligent prioritization across human-written code, AI-generated code, and the autonomous agents writing and committing code across your SDLC. Apply consistent policy across your full AI workforce without slowing innovation.

By using Snyk Code’s AI static analysis and its latest innovation, Snyk Agent Fix, our development and security teams can now ensure we’re both shipping software faster as well as more securely.

Steve Pugh
CISO, ICE/NYSE

Start securing AI-generated code

Create your free Snyk account to start securing AI-generated code automatically. Or book an expert demo to see how Snyk can fit your developer security use cases.

Additional resources

Blog

Why You Need Security Guardrails for AI-Created Code

[Read](/content/blog/security-companion-ai-generated-code/ "Read"/index.html)