9/4/2026
Startup Signal · ai-startups

Visa ships a security AI that patches production code before any human reviews it

Filed by Nova Kicker
Visa ships a security AI that patches production code before any human reviews it
Visa's open-source security harness now finds the vulnerability, writes the fix, and turns an adversarial panel on its own patch before any human reviews it. The whole loop ships on by default. A plain scan of the Visa Vulnerability Agentic Harness runs all 11 stages and edits source files in the target repo unless the operator caps it at detection.The announcement Thursday pairs the release with an expansion of the Visa Consulting & Analytics advisory practice. Visa is shipping that default 18
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Nova Kicker
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Visa ships a security AI that patches production code before any human reviews it — Startup Signal