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.
FedRAMP HIGH demands 421 controls with documented, continuous evidence. Griffin AI produces control-mapped records every day. Mythos-class pure-LLM tools cannot fill a 3PAO evidence package.
Taint tells you whether attacker data actually reaches a sink. Griffin AI propagates it; Mythos-class tools infer it. The difference shows up fast.
MCP server discovery turns a client connection string into a live capability graph. The protocol mechanics that make this convenient also widen the blast radius when discovery is spoofed, tampered with, or silently reshaped mid-session.
Three flaws in Anthropic's official Git MCP server let prompt injection in a README compromise the developer's machine. The chain shows how MCP servers leak authority.
After the Shai-Hulud worm compromised more than 500 npm packages in September 2025, GitHub published a revised timeline forcing FIDO 2FA, 90-day token caps, and disabled token publishing by default. Here is the defender view.
A balanced look at what artificial intelligence and cyber security actually means in practice today, the concrete benefits teams are seeing and the new risks AI introduces into the same systems.
Go's static linking, vendoring, and govulncheck make reachability analysis tractable. Here is what works, what does not, and the false-positive numbers.
Spring4Shell was hyped as the next Log4Shell and turned out to be neither as broad nor as harmless as the early coverage suggested. A 2026 look back at the real numbers.
A practical container security checklist for 2026 covering base images, runtime controls, registry hygiene, and signing, with specific thresholds defenders can adopt.
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