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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Articles

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Container Security

K8s Admission Controllers for Supply Chain Policy

How to design Kubernetes admission controllers that enforce supply chain policy without turning every deploy into a 30-minute argument with the cluster.

Jan 13, 20266 min read
Vulnerability Analysis

Apache OFBiz CVE-2024-38856 Pre-Auth RCE Analysis

CVE-2024-38856 is an unauthenticated RCE in Apache OFBiz that bypasses authentication via screen rendering. Exploit chain, detection, and patching.

Jan 13, 20266 min read
AI Security

Hypothesis Quality: Griffin AI vs Mythos

Two AI bug hunters can both generate hypotheses. Only one can defend them. A field study of grounded versus ungrounded hypothesis generation in zero-day discovery.

Jan 12, 20266 min read
Industry Analysis

Zero-Knowledge Proofs for Supply Chain Attestation

Where zk-SNARKs, STARKs, and Bulletproofs actually fit in software supply chain attestation, and where conventional signatures remain the correct choice.

Jan 12, 20265 min read
AI Security

Vulnerability Scanning for AI Models: A New Frontier

AI models ship with dependencies, use vulnerable libraries, and introduce novel attack surfaces. Traditional scanning is not enough.

Jan 12, 20266 min read
Product

Safeguard Q4 2025 Release Recap

A full recap of Q4 2025 at Safeguard.sh: Griffin for Java and .NET, Eagle attestations, Lino serverless, Gold policy-aware remediation, and more.

Jan 12, 20268 min read
AI Security

Securing Claude Code MCP Server Deployments

Claude Code MCP servers run with the privileges of the developer who invoked them. That makes deployment posture the entire security model.

Jan 12, 20267 min read
Application Security

XML Parsing Security: XXE, Billion Laughs, and Beyond

XML's feature richness is its security weakness. XXE, entity expansion, and XSLT injection continue to plague applications that process XML.

Jan 12, 20264 min read
Company

Safeguard Explores Partnership With Tech-D Cybersecurity

Safeguard.sh is in early-stage discussions with Tech-D Cybersecurity Ltd to explore co-selling, joint delivery, and shared services opportunities.

Jan 12, 20267 min read
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