AI Security
Dependency Confusion: Griffin AI vs Mythos
Dependency confusion is older than most of the AI tooling trying to detect it. The attacks have adapted to the defences — detection needs to keep up.
Mar 8, 20263 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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Cost Per Finding: Griffin AI vs Mythos
Token spend per scan is the wrong metric. Cost per actionable finding is the right one — and it's where engine-plus-LLM economics dominate pure-LLM economics.
Mar 8, 20265 min read
Best Practices
Legacy COBOL Supply Chain Modernization: A Pragmatic Playbook
Modernize the supply chain around COBOL systems without rewriting them. Build provenance, SBOMs, and policy gates for mainframe code that is not going anywhere.
Mar 8, 20267 min read
Industry Analysis
Labyrinth Chollima and Open Source Targeting
Labyrinth Chollima's operations show a specific pattern — poisoned open source packages as initial access. A profile of the tradecraft and the defensive response.
Mar 8, 20266 min read
Application Security
What is API Authentication
API authentication verifies who's calling your API before authorization decides what they can do — here's how it works, common methods, and where it fails.
Mar 8, 20267 min read
Incident Analysis
Snowflake Customer Breaches 2024: Root Cause
The Snowflake customer breaches of 2024 were not a Snowflake compromise. Infostealer logs, shared credentials, and absent MFA did the damage, from Ticketmaster to AT&T.
Mar 8, 20267 min read
Buyer's Guides
Sprinto vs Strike Graph comparison
A buyer's guide comparing Sprinto and Strike Graph as compliance automation tools, and where software supply chain security like Safeguard fits in.
Mar 8, 20267 min read
Industry Trends
Software Signing and Code Integrity in 2026: The Practical State of Play
Where software signing stands today, what Sigstore and friends changed, and why most organizations still ship unsigned artifacts.
Mar 8, 20267 min read
Regulatory Compliance
CCPA Meets Software Supply Chain
CCPA and CPRA are mostly about data rights, but the reasonable-security provisions and service-provider obligations reach deep into software supply chain practice. Here's how the two connect.
Mar 8, 20267 min read
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