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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Vulnerability Analysis

CVE-2024-32002 Git RCE on Clone: Walkthrough

CVE-2024-32002 is a Git submodule RCE triggered by a recursive clone on case-insensitive filesystems. Root cause, exploit, and remediation.

Mar 6, 20269 min read
Industry Analysis

Software Supply Chain Security Market Map 2026

A senior-analyst market map of software supply chain security in 2026: the vendor categories that consolidated, the ones that splintered, and where the budget actually lands.

Mar 6, 20269 min read
AI Security

Chain-Of-Thought For Vulnerability Reasoning

Chain-of-thought helps LLMs with multi-step problems. For vulnerability reasoning, it helps — but only when the chain is grounded in structured evidence.

Mar 5, 20262 min read
AI Security

Context Window Limits: Griffin AI vs Mythos

Context-window size matters less than context quality. A look at how Griffin AI's engine-grounded context beats pure-LLM retrieval at monorepo scale.

Mar 5, 20266 min read
AI Security

Griffin AI vs OpenAI Assistants API for SecOps

The OpenAI Assistants API is a general agent framework. SecOps needs more than a framework — it needs the engine-grounded reasoning Griffin AI adds on top.

Mar 5, 20263 min read
Best Practices

Post-Quantum Signing: An Artifact Migration Plan

A concrete migration plan for artifact signing from ECDSA to ML-DSA and SLH-DSA, covering Sigstore, Notary, HSMs, and staged hybrid rollouts.

Mar 5, 20265 min read
Incident Analysis

Change Healthcare Ransomware 2024: Deep Dive

The Change Healthcare ransomware attack knocked US healthcare payments offline for weeks. A missing MFA on a Citrix portal was the root cause United confirmed.

Mar 5, 20267 min read
Best Practices

Safeguard vs Aqua Security Platform Review

A fact-based comparison of Safeguard.sh and Aqua Security in 2026 across container coverage, runtime protection, SCA depth, and supply chain capabilities.

Mar 5, 20267 min read
Threat Intelligence

The Supply Chain Attack Kill Chain: A Framework for Defense

We propose a kill chain framework specific to software supply chain attacks, mapping attacker techniques to defensive controls at each stage.

Mar 5, 20266 min read
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