I Built a Security Scanner for AI-Generated Code — Then Found Vulnerabilities in My Own Projects What happens when you run your own tool on your own code

📰 Dev.to · AyushkhatiDev

Learn how to build a security scanner for AI-generated code and identify vulnerabilities in your own projects

intermediate Published 25 May 2026
Action Steps
  1. Build a security scanner using tools like Cursor and Bolt to identify vulnerabilities
  2. Run the scanner on your own AI-generated code to detect potential security risks
  3. Configure the scanner to flag specific vulnerabilities and weaknesses
  4. Test the scanner on different codebases to refine its accuracy
  5. Apply the findings to patch vulnerabilities and improve code security
Who Needs to Know This

Developers and security teams can benefit from this knowledge to ensure the security of their AI-generated code

Key Insight

💡 AI-generated code can contain hidden vulnerabilities that can be detected with a custom security scanner

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🚨 Just built a security scanner for AI-generated code and found vulnerabilities in my own projects! 🤦‍♂️

Key Takeaways

Learn how to build a security scanner for AI-generated code and identify vulnerabilities in your own projects

Full Article

Been building with Cursor and Bolt lately like a lot of people here. Started wondering — is the code...
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