AI Security
LLM Output Filtering as a Security Control
Output filters are the last line before the user and the tool call. We cover when they work, when they fail, and how to measure them honestly in production.
Feb 5, 20265 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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Federal Agency FedRAMP Evidence Pack in 30 Days
An anonymized look at how a US federal civilian agency assembled a complete FedRAMP High supply chain evidence pack in 30 days using Safeguard.
Feb 5, 20267 min read
AI Security
LLM Jailbreak as a Supply Chain Risk in 2026
A jailbreak in a model you ship downstream is a supply chain incident, not a trivia item. Here is how to reason about it and where the defensive controls belong.
Feb 5, 20268 min read
Industry Analysis
SBOM as a Product, Not a Checkbox
Most SBOMs are generated, filed, and forgotten. Treating them as compliance artifacts rather than operational products is why they have not paid off — and how to fix it.
Feb 5, 20267 min read
Vulnerability Management
Vulnerability Management Automation in 2026: Beyond Scanning
Modern vulnerability management is shifting from periodic scanning to continuous, automated triage and remediation. Here's what that looks like in practice.
Feb 5, 20266 min read
Application Security
What is Risk-Based Vulnerability Prioritization
CVSS alone can't sort 40,000 CVEs a year. Learn how reachability, EPSS, and KEV data cut real risk from noise.
Feb 5, 20266 min read
Cloud Security
AWS ECR Signing Policies with Notation
ECR now supports Notation-based image signing and trust policy enforcement. Here is how to design signing policies that survive scale and auditors.
Feb 5, 20267 min read
Supply Chain Attacks
Cargo supply chain attacks: typosquatting and malicious c...
Crates.io typosquatting tricks Rust developers into pulling malicious crates instead of trusted ones. Here's how these attacks work — and how to spot them before you build.
Feb 5, 20267 min read
Research
Abandoned Dependency Risk Study
The Safeguard Research team measured how much abandonment exists in real dependency graphs, how it correlates with risk, and what to do about it.
Feb 5, 20267 min read
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