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Closing the Loop on AI Coders: 3,200 Vulns Fixed with Zero Human Triage (Oct. 1st)

Thursday, October 1st, 2026: 1:00 PM to 2:00 PM

If you're an engineering leader trying to figure out whether 'AI fixes vulnerabilities automatically' is a real operating model or a demo, this is the mechanism and the data, not the pitch.

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Closing the Loop on AI Coders: 3,200 Vulns Fixed with Zero Human Triage (Oct. 1st)
Virtual

This session covers what changed, and what happened when that loop got closed instead of just shortened. AI coding agents can now stand up the application they just built, in the same session, and test its actual behavior in seconds — which means find, fix, and verify can be one loop instead of three handoffs.

We'll share what two months of that running in production looks like: 3,200 vulnerabilities found and fixed by nine-plus different coding agents, a 98% rate of staying fixed, and no human security review in the loop. Then we'll walk through real, anonymized cases — a SQL-injection-plus-session-hijack chain that's the textbook shape of a records breach, and a remote-code-execution flaw on a payment-processing server that needed no chaining at all to be dangerous.

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