Best Practices
Discovering Shadow AI Models In Production
Engineers ship models faster than security can track them. Here is how to find shadow AI in production without slowing the teams that build it.
Apr 8, 20267 min read
Resources
Supply Chain Security, in plain English.
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.
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Enterprise MCP Registry Onboarding Process
A repeatable onboarding flow for adding MCP servers to an enterprise registry without becoming the team that says no to everything.
Apr 8, 20267 min read
DevSecOps
IDE-Time Feedback Loop For Supply Chain
The editor is the highest-leverage place to catch supply chain risk. A design guide for building IDE-time feedback that developers actually want.
Apr 8, 20267 min read
AI Security
LLM Traces and Evals: The Missing Layer in AI Supply Chain Security
Prompt traces and offline evals are standard hygiene for ML teams, but almost nobody treats them as supply chain telemetry. They should be. Here's how traces and evals plug into SBOM and reachability as a fourth security signal.
Apr 8, 20267 min read
Industry Analysis
Payment Processor Supply Chain Resilience
Payment processors run on borrowed dependencies. This is how to build a supply chain resilience program that keeps authorization rates intact during a crisis.
Apr 8, 20266 min read
Open Source Security
Python Monorepo Supply Chain Controls 2026
How to design supply chain controls for a Python monorepo in 2026 — from PyPI quarantine to wheel provenance — with Safeguard as the policy backbone.
Apr 8, 20267 min read
Vulnerability Management
How Reachability Cuts Your Vulnerability Backlog 80%
The 80% backlog reduction from reachability isn't marketing. It's a measurable property of how transitive dependency graphs actually expose risk to a specific application.
Apr 8, 20264 min read
Cloud Security
CrowdStrike Cloud Security vs Wiz 2026
CrowdStrike has invested aggressively in CNAPP capabilities through Falcon Cloud Security. Can the endpoint giant displace Wiz on cloud-native ground? A frank assessment.
Apr 8, 20265 min read
Best Practices
A Security Baseline for AI Agent Tool Use in 2026
Tool-using agents are now in production at most large organizations. The security baseline that should be table stakes, and what teams are still missing.
Apr 8, 20266 min read
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