Insights on AI Powered Code Security

How Accurate Is AI at Fixing IaC Security Flaws?

This article puts leading AI models to the test, benchmarking their ability to remediate real-world infrastructure-as-code vulnerabilities. The results are eye-opening: many models miss the mark—not because they lack power, but because they lack focus.

The takeaway? Accuracy improves dramatically when AI is guided by clear context and a tight scope. It’s not just about generating a fix—it’s about understanding the vulnerability, applying the right remediation, and explaining why it works.

Whether you’re in security, DevOps, or AI development, this piece offers a grounded look at what separates a quick patch from meaningful remediation.

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