Omar Santos · Security & GRC Decoded · The Agents Ran All Weekend. They Came Back With Zero Days. ft. Omar Santos, Distinguished Engineer, AI Security @ Cisco
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Integrate open-source security review agents (CodeGuard) as roles in an agent harness to perform end-to-end code security reviews
“I have my own security agent that reviews the code. And it's like, well, Claude just created the code. But then Claude is now with its security app going, well, that code is insecure.”
“We can literally have every single line of code on every commit reviewed by a security expert.”
“We check for security and code reviews are still done by a human... you can generate tests on top of it and additional documentation.”
“Agents can be better at structured extraction than humans… if you have a harness where the agent is not only extracting the information but correcting itself, reviewing its outputs, you kind of get to unbalance that in the favor of perfect accuracy”
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