Supply Chain Security
Supply Chain Security for Government Agencies
Government agencies face unique software supply chain threats. Here's how federal and state organizations can protect critical infrastructure from compromise.
Jan 13, 20266 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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Open Source Security Bounty Programs: Do They Actually Work?
Bug bounty programs for open source projects promise market-driven vulnerability discovery. The reality is more complicated, with perverse incentives, quality problems, and funding gaps.
Jan 13, 20266 min read
DevSecOps
Securing GitHub Actions: Hardening Your CI/CD Supply Chain
GitHub Actions is a powerful CI/CD platform — and a significant attack surface. Here's how to lock it down against supply chain threats.
Jan 13, 20266 min read
AI Security
Eval Methodology: Griffin AI vs Mythos
A benchmark number is only as good as the methodology that produced it. Here is how Griffin AI builds its harness and why most Mythos-class tools cannot be audited.
Jan 13, 20267 min read
AI Security
SQL Injection Chains: Griffin AI vs Mythos
SQL injection stopped being a single-line bug years ago. Modern chains stitch a tainted parameter through ORMs, caches, background jobs, and downstream services. Griffin AI's engine-plus-LLM architecture follows the taint across those hops; Mythos-class pure-LLM scanners summarise one file at a time and lose the thread.
Jan 13, 20267 min read
Analysis
Security Metrics That Matter: A CISO Guide
Stop reporting vanity metrics. Here are the security measurements that actually inform decisions, demonstrate program effectiveness, and earn board-level credibility.
Jan 13, 20266 min read
Vulnerability Analysis
Trojan Source Unicode bidi-override attack (CVE-2021-42574)
CVE-2021-42574 (Trojan Source) lets Unicode bidi control characters hide malicious logic in plain sight during code review. Here's the full breakdown and fix.
Jan 13, 20267 min read
Runtime Security
eBPF for Security Monitoring: What It Can and Cannot Do
eBPF is being called the future of security observability. It is genuinely powerful, but it is not a magic bullet for runtime security.
Jan 13, 20265 min read
Tools
Best Free Security Tools for Bootstrapped Startups in 2026
A zero-budget security stack that actually covers the top risks: SCA, secrets scanning, SAST, container scanning, and DAST — plus what each free tool won't do.
Jan 13, 20266 min read
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