The Year the Vulnerability Backlog Changed Shape

AI-assisted software development is accelerating code production but also increasing vulnerability volume and security debt, while AI-enabled attackers can rapidly discover, chain, and exploit flaws that traditional severity-based patching models might deprioritize. The piece argues that CISOs face expanding accountability, limited resources, shorter response windows, stricter regulatory reporting requirements, and heightened personal and organizational consequences following supply-chain incidents such as SolarWinds. It advocates continuous verification rather than periodic audits, including complete visibility into software artifacts, provenance, deployment, ownership, dependencies, and release paths, along with controls for non-human identities and autonomous coding agents. The author maintains that security, governance, compliance, and development must become a shared organizational responsibility, supported by centralized software supply-chain platforms that enforce policy at development speed and retain immutable records. JFrog is presented as a provider of such an integrated platform, intended to help organizations remediate vulnerabilities, meet notification obligations, and sustain delivery speed without compromising security or compliance.

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