Modern Vulnerability Management in the Age of AI

Vulnerability management today is not failing because teams stopped scanning. It’s failing because the ground underneath it shifted. The approach we’ve relied on — complete advisory data, upstream fixes on demand, and fast upgrades — no longer holds up.

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