With Anthropic's Claude Mythos and OpenAI's GPT-Cyber autonomously discovering and exploiting decades-old vulnerabilities, organizations face a fundamentally accelerated threat landscape. The post argues that preparation requires structural changes, not additive tools: a single system of record for all software artifacts, a unified security platform rather than point tools, and end-to-end automated controls from code generation to production. JFrog's platform is presented as the answer, covering prevention (Curation), shift-left enforcement (Frogbot), blast-radius detection (Xray), contextual CVE prioritization, runtime visibility, and AI supply chain governance — all designed to respond to mass CVE disclosures in hours rather than weeks.

10m read timeFrom jfrog.com
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What the New “Cyber Models” Actually ChangePreparation Comes Down To Three ThingsFrom Preparation to Practice – How a Defense Kill Chain Is StructuredPrepare for the Next Wave, Not Only This OneThe Six-Step Agentic Defense Kill-Chain

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