Snyk Studio - Real-time security guardrails for your AI code assistant
Stop insecure AI code before it lands. Snyk Studio plugs into your AI code assistants (and VS Code, Cursor, and others) to scan code suggestions in real time, flag risky patterns, and guide safer fixes by these coding agents. Snyk Studio also injects Snyk’s security expert context so your assistant can plan and apply fixes to existing vulnerabilities without ever leaving the editor and terminal.



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Snyk
Why we built Snyk Studio:
AI code assistants are incredible at speed but they’re not hired to be your AppSec engineer. Over the past year we kept seeing the same pattern: great-looking code suggestions that quietly introduced risky dependencies, weak crypto, or unsafe input handling. Teams told us they either slowed down to review every snippet, or accepted the risk and queued it into the backlog. Neither felt great. Some developers were left completely ignorant to the security issues they were introducing with their AI tools. Yikes!
What we’re solving:
Catching issues before they even get suggested to the developer, scanning AI code suggestions in real time, inside the prompt.
Giving AI the right security context so it can plan and apply effective and safe security fixes that match your org’s standards.
Killing context switches - no more bouncing between the IDE, docs, scanners, and tickets just to understand a vulnerability.
How we got here:
We started by watching developers work with assistants like Cursor and Windsurf. The “aha” moment came quick: the "left" in "shift left" has shifted. Security needs to participate at the moment of code suggestion, not after the commit. Not even when the first lines of code are saved in the IDE. We prototyped an IDE-first guardrail, built an MCP (Model Context Protocol) server and then layered in Snyk’s security insights, and added security controls and directives (aka rules and instructions) so teams can choose exactly when and how scans run. The result is Snyk Studio: a safety layer that keeps the pace of AI while reducing the risk.
What to try today:
Install the Snyk VS Code extension to automatically deploy Snyk Studio, pre-configured with directives (link also takes you to Cursor and Windsurf installs)
Generate code with your assistant, then watch Snyk Studio flag and explain risky patterns (🤓) before you accept the code changes. Heck, the agent might just run on YOLO mode and fix the code itself based on Snyk's suggestions and context.
Point at an existing vulnerability and ask your assistant to fix it; Snyk Studio provides security context so the plan and patch are correct.
We’d love your feedback on the onboarding flow, the default scanning behavior, and the explanations for flagged patterns.
Thanks for checking out Snyk Studio, excited to hear how it fits your AI coding workflow!
OSS Commit
Snyk
@harshil1712 one-click VS Code install here for ya Harshil https://snyk.io/ai-vibe-check/ ;-)
p.s. supports also Cursor, Windsurf, etc.
The Twenty Minute VC
the only way to keep up and secure AI generated code is with AI security - @Snyk changes the game scanning code as it's been written right in assistants like Cursor and Windsurf - massive data moat over years ensures accuracy and security - 🔥
Snyk
@edsim All those years of refining and excelling Snyk Code SAST reports and the Open Source vulnerability database are now paying off with incredibly good agent guidance for secure code
Congrats on launch 🎉 I like that you’re not just scanning, you’re actually building a map of tool calls + agent reasoning and intercepting insecure patterns before they land. This is the layer AI coding desperately needs inside common AI IDEs. Excited to see where this goes.
Snyk
@mihai_david_marin thanks Mihai, means a lot! 💜
Inbox Zero
woah 🤯 so important
Snyk
@elie222 who would've thought you need security to review AI suggested code 😆
Thanks Elie!
Onboardbase
Congrats on the launch. I needed this yesterday. Lol 😂
Snyk
@dantelex lol, we got you brother!
Congrats on the launch, looks promising! My only query is whos going to catch Synk Studio?, There are false positives/negatives, and at the end of the day a human should be involved if your dealing with credential handling, cookies, authentication, cryptography, encryption etc. --
Snyk
@rishiuttamhk I'd love for you to add Snyk Studio in and get a hands-on feel to it. See if you spot any false positives, and I'd be happy to jump on a call and figure out what's going on with you :-)
Also it's worth mentioning you can use this even with Snyk's free tier. There are quick start guides for all the popular Agentic dev tools, the magic is in the "Secure at inception" rules at the bottom of each guide! This will ensure all that AI generated code get's vetted by Snyk before you commit.
https://docs.snyk.io/integrations/snyk-studio-agentic-integrations/quickstart-guides-for-snyk-studio/
Snyk
@asquared Good mention and link drop, thanks Alex!
Product Hunt
This is such an important launch! Congrats team 👏👏
Snyk
@de 10x Dan
Snyk
I absolutely love how smoothly it works with my coding assistant! It feels just like a natural part of the process!
Snyk
@brianverm I thought Java code is always secure???