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Guides

How to Audit Python Dependencies with pip-audit (and What It Misses)

pip-audit checks your Python dependencies against the PyPA advisory database in one command. Here is how to run it well in CI, and the four gaps it leaves open.

Feb 24, 20266 min read
Industry Analysis

Python Security Explained

How Python's install-time code execution and open PyPI namespace fuel real supply chain attacks — and what actually reduces the risk.

Feb 24, 20267 min read
Open Source Security

npm Registry Authentication Deep Dive

The npm registry supports four distinct authentication flows. Most teams use one, badly. A tour of how auth actually works, what the tokens look like, and where the model breaks.

Feb 24, 20267 min read
SBOM & Compliance

Medical Device SBOM Requirements in Practice

SBOMs for medical devices look straightforward on paper and get complicated fast in the real world. A field report on what regulators actually accept and what engineering teams actually produce.

Feb 24, 20267 min read
Industry Analysis

Java Security Explained

Java security failures like Log4Shell exposed 3 billion devices — here's why Java's dependency depth makes it uniquely risky, and how to fix it fast.

Feb 24, 20268 min read
Compliance & Frameworks

EU NIS2 Directive: What Software Supply Chain Teams Need to Know

The NIS2 Directive imposes new cybersecurity obligations across the EU, with specific requirements for supply chain risk management that affect software vendors and their customers.

Feb 24, 20267 min read
DevSecOps

Secrets sprawl

What is secrets sprawl? A plain-English breakdown of how API keys and credentials scatter across codebases, and what to do about it.

Feb 24, 20267 min read
DevSecOps

GitOps

What is GitOps? A clear definition of the Git-driven deployment model, how it differs from DevOps, and what its security model protects against.

Feb 24, 20268 min read
Vulnerability Management

Taint Analysis for Zero-Day Discovery: A Primer

A practitioner's walk-through of taint analysis as a zero-day discovery technique, from classic Livshits and Lam foundations to modern flow-sensitive engines.

Feb 23, 20267 min read

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