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AI Security

Griffin AI vs OpenAI Function Calling: Scoping

Function calling gives models the ability to act. Acting safely on behalf of a specific user, in a specific context, within specific policy is a different problem.

Feb 17, 20267 min read
AI Security

LLM Selection Cost-Quality Tradeoff For Security

LLM selection is ultimately a cost-quality optimisation under workflow constraints. The curve is not smooth, and the right point on it depends on where errors land in your pipeline.

Feb 17, 20267 min read
AI Security

AI Cyber Solutions: What Actually Works in Security

AI cyber solutions are most useful where they reduce analyst toil: triaging alerts, prioritizing vulnerabilities, and drafting remediation. Here is what to trust and what to question.

Feb 17, 20265 min read
AI Security

Software Licenses Explained: A Practical Guide for Engineering Teams

Software licenses fall into a few clear buckets — permissive, copyleft, and proprietary — and knowing which is which decides what you can legally ship. Here is the map, without the legalese.

Feb 17, 20265 min read
Best Practices

What is TLS/SSL

TLS/SSL encrypts data in transit, but outdated versions and unpatched libraries like Heartbleed-era OpenSSL still expose real risk today.

Feb 17, 20266 min read
Comparisons

Snyk AppRisk: What It Actually Covers

Snyk AppRisk aggregates findings across Snyk's scanners into a single application-level risk view — here's what it covers, and what it doesn't replace.

Feb 17, 20265 min read
AppSec

Choosing an Application Security Framework

SAMM, BSIMM, NIST SSDF, and ASVS answer different questions. Here is how to pick the one that fits your team and turn it into policy your pipeline can actually enforce.

Feb 17, 20266 min read
Cloud Security

Enterprise Cloud Security: Architecture and Program Design

Enterprise cloud security fails when it is treated as a tool purchase instead of an architecture. Here is how to design the layers, the ownership model, and the program around them.

Feb 17, 20266 min read
Comparisons

Snyk's Market Trajectory Under Peter McKay

Peter McKay has led Snyk as CEO since 2020, steering it from a developer-first open-source scanning tool into a broad, AI-integrated application security platform through a string of acquisitions and a sustained enterprise push.

Feb 17, 20265 min read
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