Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
Capital One and Code Spaces both fell to AWS IAM misconfigurations, not novel exploits. Here's how overly permissive policies and privilege escalation paths cause real breaches.
A deep dive into ProxyLogon (CVE-2021-26855 and chain): the unauthenticated Exchange RCE that enabled HAFNIUM and mass ransomware attacks.
A practical, step-by-step guide to Azure Key Vault secret rotation best practices, covering rotation policies, automation, and expiration alerts.
A critical Print Spooler flaw (CVE-2021-34527) enabled unauthenticated SYSTEM-level RCE on nearly every Windows host. Here's what happened and how to fix it.
CVE-2025-0411 lets WinRAR archives bypass Windows Mark-of-the-Web when extracted. Here is the flaw, the observed campaigns, and the patching path.
A step-by-step guide to enabling Azure Container Registry vulnerability scanning with Microsoft Defender for Containers, plus troubleshooting and gating deployments on scan results.
Fine-tuning teaches a model to be a security expert. Grounding lets a general model act like one by reading the right sources. The right answer is usually both, but the proportions matter.
The EU Cyber Resilience Act wants mandatory vulnerability handling, SBOM delivery, and documented due diligence. Griffin AI produces those artifacts continuously. Mythos-class tools produce conversations about them.
Codex-style coding agents are powerful for writing features. Security remediation needs a different shape of system—one that grounds frontier reasoning in SBOM, policy, and reachability context.
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