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.
A realistic model for the total cost of ownership of software composition analysis platforms in 2026, including the hidden costs vendors do not surface in their pricing pages.
Pickle deserialization, malicious Spaces, and namespace squatting: what 2024-2025 taught us about the Hugging Face model supply chain.
AI-for-security procurement covers more than feature comparison. The due diligence checklist that surfaces structural differences between vendors.
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.
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.
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.
The build-it-yourself era of supply chain security is ending. The full-stack vendor era has not arrived. The right architecture in 2026 is hybrid — and the decisions are different than they look.
An anonymized account of how a US defense prime deployed Safeguard.sh in an IL7 classified environment supporting a DoD mission system.
Deploy the Safeguard admission controller to block images with unresolved critical vulnerabilities before they run in your cluster.
Weekly insights on software supply chain security, delivered to your inbox.