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Security

AWS Breach: How They Actually Happen and How to Prevent One

Most AWS breaches are not AWS failing — they are misconfiguration, leaked keys, and over-privileged roles. Here is how the real ones unfolded and how to stop yours.

Jun 1, 20266 min read
Compliance

SOC 2 Type II vs ISO 27001: what each certification actua...

SOC 2 Type II and ISO 27001 certify different things to different audiences. Here's what each actually covers, and how to evaluate supply chain vendors like JFrog and Safeguard on it.

Jun 1, 20268 min read
Open Source Security

Hallucinated Dependencies: How AI Models Invent Package N...

AI coding assistants regularly invent package names that don't exist — and attackers are registering them first. Here's how slopsquatting works and how to defend against it.

May 31, 20267 min read
AI Security

Model Training Data and the Propagation of Insecure Codin...

LLM coding assistants inherit insecure patterns from their training data — from SQLi-prone snippets to hallucinated packages attackers exploit. Here's how the risk propagates.

May 31, 20268 min read
Industry Analysis

Why Policy Bypass Is Rising Even as AI Coding Tools Get '...

AI coding assistants keep getting smarter, yet developer security policy bypasses keep rising. Here's why the two trends are linked and how to close the gap.

May 31, 20267 min read
Buyer's Guides

Comparing Insecure Output Rates Across Popular AI Coding ...

A benchmark-driven look at insecure output rates across GitHub Copilot, Cursor, Amazon Q, and Tabnine, and why the model matters more than the brand.

May 31, 20267 min read
DevSecOps

Using Literal in Python: Type Safety for Fixed Values

The Literal type in Python lets you constrain a value to a fixed set of options the type checker enforces. Here's how to use it well, and where it quietly improves security.

May 31, 20266 min read
DevSecOps

Node.js Security News: Recent Advisories and How to Stay Ahead

Node.js security news moves on a predictable cadence. Here is how to read the advisories, act on the ones that matter, and harden your apps.

May 31, 20266 min read
Compliance

Define HIPAA: What the Law Actually Requires of Software Teams

HIPAA gets invoked constantly and understood rarely. Here is a plain-English definition, the rules that matter for engineers, and where software supply chain fits in.

May 31, 20266 min read

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