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Agentic AI is reintroducing ClickOps

We spent a decade eliminating ClickOps with Infrastructure as Code. Now AI agents with direct write access to production are reintroducing the same risks — non-deterministic mutations, state drift, and broken audit trails — at machine speed.

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dgoss: Testing the Container, Not Just the Image

Static scanners validate composition and risk, but often miss whether a built image actually behaves like the runtime you intend to ship. dgoss (Goss + Docker wrapper) turns images into testable runtime contracts for CI/CD.

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How Serverless Shrinks PCI Scope

Serverless compute significantly reduces PCI-DSS scope by eliminating infrastructure layers that normally require patching and monitoring. Compliance becomes a configuration problem rather than an operational one.

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