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AI Security

MCP Meaning: What the Model Context Protocol Is and Why It Matters

The MCP meaning most people are asking about is the Model Context Protocol, an open standard that lets AI models connect to tools and data through one common interface.

Apr 15, 20266 min read
Open Source Security

Software Composition Analysis (SCA)

SCA finds every open source package in your code and flags known CVEs against it. Here's how it works, its blind spots, and how to fix them.

Apr 15, 20266 min read
SBOM

SBOM vs. VEX: What's the Difference and When Do You Need Each?

SBOMs tell you what is in your software. VEX tells you which of those components are actually exploitable. Here is how to use both without drowning in noise.

Apr 15, 20268 min read
Application Security

Enterprise SCA Platform Buyer Guide 2026

A 2026 buyer guide for enterprise SCA platforms covering language coverage, reachability, policy depth, integration surface, and how the consolidator market is shifting.

Apr 15, 20265 min read
Security

Snyk Careers: What Working in Developer Security Looks Like

Curious about Snyk careers? Here is an honest look at the company, the kinds of roles it hires for, and the broader developer-security field the openings sit in.

Apr 15, 20265 min read
Incident Analysis

Cleo MFT CVE-2024-50623 Supply Chain Postmortem

Cleo's managed file transfer products became the next MOVEit. A postmortem on CVE-2024-50623, the Cl0p exploitation, and the file-transfer software risk class.

Apr 15, 20265 min read
Container Security

Kubernetes CIS Benchmark

CIS Kubernetes Benchmark controls, common failure patterns, how Aqua Security's kube-bench fits in, and how continuous, supply-chain-aware scanning closes the gaps a point-in-time scan leaves open.

Apr 15, 20267 min read
Compliance

DORA Compliance for Fintech Engineering Teams

DORA has applied since January 2025. For engineers that means ICT asset inventories, 4-hour incident classification, TLPT, and a register of every software supplier.

Apr 15, 20266 min read
AI Security

Llama 4 Release and LlamaFirewall: A Defender's Guide

Meta shipped Llama 4 Scout and Maverick on April 5, 2025, along with Llama Guard 4, LlamaFirewall, and CyberSecEval 4. We unpack what defenders should deploy and what to ignore.

Apr 15, 20267 min read

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