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Emerging Technology

Post-Quantum Cryptography Transition: A Practical Guide for Engineering Teams

NIST has finalized its post-quantum standards. Here's a hands-on guide for engineering teams beginning the migration from classical to quantum-resistant cryptography.

Feb 19, 20265 min read
Regulatory Compliance

PCI DSS 4.0 Supply Chain Requirements in 2026

The PCI DSS 4.0 future-dated requirements became mandatory on March 31, 2025. The supply chain expectations are the ones most QSAs are now testing in detail.

Feb 19, 20265 min read
Container Security

Distroless Node.js 20 on Debian 12 Image Deep Dive

A deep dive into the gcr.io/distroless/nodejs20-debian12 image: contents, attack surface, real-world CVE exposure, and where it fits in production.

Feb 19, 20265 min read
AI Security

Container Runtime Scanning: Catching Threats After Deployment

Container runtime scanning watches workloads while they run, catching drift, new CVEs, and active exploitation that build-time scans miss entirely.

Feb 19, 20266 min read
Container Security

Wolfi OS: The Linux Distribution Built for Secure Containers

Wolfi is not a general-purpose Linux distro. It exists to solve one problem: provide secure, minimal, up-to-date packages for container images. Here is why that matters and how to use it.

Feb 19, 20266 min read
AI Security

Griffin AI vs Fine-Tuned Open Weights for SecOps

Fine-tuning an open-weight model sounds like a shortcut to a custom SecOps copilot. In practice, it is one step of a much longer journey.

Feb 19, 20267 min read
AI Security

Triage Backlog Reduction: Griffin AI vs Mythos

A shrinking triage queue is the clearest sign a security programme is working. We explain why Griffin AI shrinks queues and Mythos-class tools grow them.

Feb 19, 20266 min read
AI Security

Deserialization Chains: Griffin AI vs Mythos

CWE-502 deserialisation chains are the canonical stress test for AI bug hunters. Why Griffin AI's grounded synthesis finds real chains and Mythos-class scanners hallucinate them.

Feb 19, 20266 min read
AI Security

Enterprise AI Procurement Due Diligence Checklist

AI-for-security procurement covers more than feature comparison. The due diligence checklist that surfaces structural differences between vendors.

Feb 19, 20262 min read

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