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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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Open Source Security

How to Detect Typosquatting in Package Installs

Build a pre-install guard that catches typosquatted npm, PyPI, and RubyGems dependencies using Levenshtein distance, download-count heuristics, and registry APIs.

Feb 11, 20265 min read
Lifecycle Management

Software Component Lifecycle Management

Components do not stay secure forever. This guide covers managing the full lifecycle of software dependencies -- from adoption through deprecation -- with a focus on security and operational continuity.

Feb 11, 20267 min read
Cloud Security

GuardDuty Extended Threat Detection: What Defenders Actually Get

GuardDuty's extended threat detection correlates findings across signals into attack sequences. We dig into where it helps, where it misses, and how to wire it into supply chain incident response.

Feb 11, 20267 min read
AI Security

Enterprise AI Incident Response Playbooks

AI incidents are not the same shape as traditional security incidents. The playbooks need to be specific to how AI systems actually fail.

Feb 11, 20262 min read
AI Security

Griffin AI vs Gemma for Lightweight Scanning

Gemma is built for efficiency. Can a small open-weight model replace Griffin AI for lightweight scanning workflows, or does the engine still matter?

Feb 11, 20267 min read
AI Security

Engineer-Hour Savings: Griffin AI vs Mythos

The real cost of a scanner is not the subscription. It is the engineer hours lost to false positives, bad remediations, and noisy queues. We do the math.

Feb 11, 20266 min read
AI Security

Novel Bug Class Detection: Griffin AI vs Mythos

What happens when the bug does not match any known CWE? A study of how grounded and pure-LLM scanners perform on genuinely novel vulnerability patterns.

Feb 11, 20266 min read
Software Supply Chain Security

How to Security Audit an Open Source Project Before Adoption

Adopting an open source dependency is a trust decision. This guide provides a structured methodology for evaluating the security posture of open source projects before adding them to your supply chain.

Feb 11, 20266 min read
AI Security

The Real Security Concerns About AI in 2026

The most grounded concerns about AI are not sci-fi scenarios; they are prompt injection, data leakage, supply chain risk in models, and opaque decisions. Here is how each one actually shows up.

Feb 11, 20266 min read
Page 719 of 872

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