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AI Security

Artificial Intelligence and Cyber Security: Risks and Benefits

A balanced look at what artificial intelligence and cyber security actually means in practice today, the concrete benefits teams are seeing and the new risks AI introduces into the same systems.

Jan 22, 20266 min read
Container Security

Alpine APK Security Model: Small Footprint, Big Trust Decisions

Alpine Linux is the default choice for minimal containers. Its APK package manager has a different security model than apt or dnf, and the tradeoffs matter.

Jan 22, 20266 min read
Vulnerability Analysis

Spring4Shell Retrospective: What CVE-2022-22965 Actually Cost the Industry

Spring4Shell was hyped as the next Log4Shell and turned out to be neither as broad nor as harmless as the early coverage suggested. A 2026 look back at the real numbers.

Jan 22, 20265 min read
Industry Analysis

Why Scanning Alone Doesn't Work Anymore

Scanners generate findings. Programs produce outcomes. After a decade of dashboards and CVE counts, it is time to admit the gap between the two is the actual security problem.

Jan 22, 20267 min read
Industry Analysis

The Hidden Cost of AI Code in Financial Services

Banks and fintechs are shipping AI-generated code faster than they can vet it. The bill for that speed is starting to come due.

Jan 22, 20267 min read
Tools

Swift Static Analysis Tools for Security 2026

A 2026 survey of static analysis tools for Swift focused on security findings: what works, what does not, and where the iOS and server-side gaps remain.

Jan 22, 20265 min read
Application Security

Next-Generation Software Composition Analysis: Beyond Dependency Lists

Traditional SCA tools tell you what's in your software. Next-gen SCA tells you what matters. Here's how the category is evolving.

Jan 22, 20266 min read
Compliance

SOC 2 Type II for SaaS Startups in 2026

What a SOC 2 Type II audit actually requires in 2026, where supply chain controls now sit in the Trust Services Criteria, and how to scope a defensible first report.

Jan 22, 20265 min read
SBOM

SBOM Distribution Patterns: TEA, VEX, and the Last Mile in 2026

How SBOMs actually move between producers and consumers in 2026, what TEA and VEX are solving, and the distribution patterns that hold up in production.

Jan 22, 20265 min read

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