Best Practices
Unifying Software And AI Assets In One Graph
Two parallel inventories for software and AI assets do not survive contact with reality. A unified graph is what makes governance feasible.
Mar 25, 20267 min read
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.
Two parallel inventories for software and AI assets do not survive contact with reality. A unified graph is what makes governance feasible.
A facilitator's guide to running a supply chain incident tabletop that produces decisions, not theater, with concrete injects and evidence-driven debrief.
MCP gives AI agents real tools, real credentials, and real blast radius. Here is a hardening guide for running MCP servers in production without torching your environment.
Different gates with different rules create gaps and developer friction. A unified policy engine evaluates one definition at PR, build, admission, and runtime.
M&A due diligence runs on questionnaires that nobody can verify. Continuous asset discovery turns the diligence period into a data exercise.
A SOC 2 report does not mean the vendor is secure. Here is how to read attestations carefully, what FedRAMP actually proves, and how to ingest both at scale.
SLSA Level 3 requires hardened builds, verifiable provenance, and isolated build environments. Here is the practical path, not the theoretical one.
Tool sprawl is the slow-motion failure mode of every SecOps program. Here is a blueprint for consolidating tools without losing coverage and without political damage.
A fact-based review of the best container image scanners in 2026, comparing Trivy, Grype, Snyk, Prisma Cloud, and Safeguard on accuracy and noise.
Weekly insights on software supply chain security, delivered to your inbox.