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.
Ransomware operators increasingly enter victims through software supply chain pathways. We analyze the 2026 patterns, the affiliate dynamics, and what defenders should do.
NATO allies are converging on shared software supply chain expectations for defense procurement. Here is what the cooperation looks like and how to prepare.
MCP servers expose tools that AI agents can call directly. Capability policy decides which tools each agent gets, with the same rigor as any other supply chain gate.
Auth bypasses are rarely a single bug. They live in the interaction between layers — middleware, route handlers, framework annotations. Finding them requires path analysis across abstraction layers.
Claude's prompt caching gives you 90% discount on cached tokens. Security workloads have massive cacheable surface area. Griffin AI takes advantage; direct API use often does not.
Dependabot is useful when tuned and a productivity tax when not. Here are the noise reduction techniques that actually work in modern monorepos.
AWS, Azure, and GCP marketplaces ship software into your account in minutes. The due diligence has not kept pace. This is the 2026 buyer's checklist.
ML research has a reproducibility crisis. AI security evaluation inherits it. Vendors publishing numbers that can't be reproduced are the norm — not the exception.
The SecDevOps definition and the DevSecOps definition describe nearly identical practices, but the word order isn't purely cosmetic, it signals a real difference in where security sits in the pipeline.
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