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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Industry Analysis

State of SBOM Adoption Across Industries 2026

How SBOM adoption differs across finance, healthcare, public sector, manufacturing, and tech in 2026, where the real operational usage is, and where it stalls.

Jan 30, 20268 min read
AI Security

AI-BOM Awareness: Griffin AI vs Mythos

AI-BOM is how you describe an AI system's supply chain — models, datasets, prompts, inference environments. Griffin AI ingests it as structured inventory. Mythos-class tools try to talk about AI while remaining blind to the AI systems they describe.

Jan 29, 20267 min read
AI Security

SOC 2 Type II Evidence: Griffin AI vs Mythos

A SOC 2 Type II auditor samples a control population across a reporting period. Griffin AI creates that population as a natural output. Mythos-class pure-LLM tools leave you reconstructing it.

Jan 29, 20267 min read
AI Security

AI Model Weight Tampering Detection Techniques

Weight-level tampering leaves cryptographic and statistical fingerprints. Here is what current research says about detecting a modified checkpoint before it reaches inference.

Jan 29, 20268 min read
Case Studies

FinTech Cuts CVE Noise 80% With Reachability

An anonymized story of how a high-growth payments FinTech slashed vulnerability backlog noise by 80% using Safeguard.sh's reachability analysis.

Jan 29, 20267 min read
AI Security

Sandboxing LLM Agent Code Execution: Patterns

If your agent can execute code, something it reads from the internet can execute code. Pick your sandbox before the agent picks one for you.

Jan 29, 20267 min read
Industry Analysis

The Case for Autonomous Remediation Now

Manual patching is a losing race against the rate of new vulnerabilities. Autonomous remediation is not a future technology — it is the only workflow that keeps pace with modern supply chains.

Jan 29, 20267 min read
Research

Reachability Noise Reduction: Findings

The Safeguard Research team ran reachability analysis across a large corpus of real codebases. This is what we learned about which CVEs actually matter.

Jan 29, 20267 min read
Vulnerability Analysis

ScreenConnect CVE-2024-57727 Path Traversal Detailed

CVE-2024-57727 is a path traversal in ConnectWise ScreenConnect enabling arbitrary file read on self-hosted instances. Chain, detection, and patching.

Jan 29, 20267 min read
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