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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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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'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
Compliance

What is Third-Party Risk Management

Third-party risk management explained: what it covers, why SolarWinds and MOVEit made it board-level, and how modern TPRM differs from supply chain security.

Jan 29, 20268 min read
Software Supply Chain Security

AI BOM Spec Comparison: CycloneDX ML-BOM in 2026

AI bills of materials moved from proposal to procurement requirement. A practical comparison of CycloneDX ML-BOM, SPDX 3.0 AI profile, and what to ship in 2026.

Jan 29, 20266 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
Compliance

What is Vendor Risk Management

Vendor risk management now means tracking code-level supply chain risk, not just SOC 2 reports—here's what it covers, how to tier vendors, and what regulations require it.

Jan 29, 20267 min read
Supply Chain Attacks

Gradle build script injection and plugin supply chain att...

How attackers hijack Gradle plugins, typosquat the Plugin Portal, and inject code into build.gradle files to run with full CI trust — and how to stop it.

Jan 29, 20268 min read
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