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DevSecOps

Choosing a Python Tool for Security: Scanning and Hardening Python Code

The right Python tool depends on what you are trying to catch: bugs in your own code, vulnerable dependencies, or leaked secrets. Here is how the categories fit together.

Jun 6, 20266 min read
DevSecOps

Java Cheatsheet: Lists, Sums, Random Strings, and Everyday Idioms

A working cheatsheet for Java: modern list creation, summing collections with streams, generating random strings safely, string handling, and the idioms worth memorizing in 2025.

Jun 5, 20266 min read
DevSecOps

How Snyk CLI's --severity-threshold and --fail-on flags g...

How Snyk CLI severity-threshold and fail-on flags filter and gate vulnerability findings, plus exit codes and common CI/CD misconfigurations.

Jun 5, 20267 min read
DevSecOps

How Snyk's GitLab CI/CD template integrates security gate...

A technical look at how Snyk's GitLab CI/CD template authenticates, scans, and uses severity thresholds to block merge requests with known vulnerabilities.

Jun 4, 20267 min read
DevSecOps

How Snyk's Azure Pipelines and Bitbucket Pipelines integr...

Snyk's CLI, Azure Pipelines extension, and Bitbucket pipe handle auth, gating, and reporting differently — here's how each mechanism actually works under the hood.

Jun 4, 20267 min read
DevSecOps

How the Snyk CLI's exit codes are structured for CI/CD fa...

A mechanical look at how the Snyk CLI's 0/1/2/3 exit codes work, how --severity-threshold and --fail-on change them, and how to branch on them correctly in CI/CD.

Jun 4, 20267 min read
DevSecOps

DevOps Research and Assessment (DORA): The Four Metrics Explained

DevOps Research and Assessment (DORA) distilled a decade of research into four metrics that predict software delivery performance — here's what they measure and how security work actually affects them.

Jun 2, 20265 min read
DevSecOps

Is Node.js Safe? A Security Guide

Node.js itself is safe when kept current and configured well. Most real risk lives in your dependencies and your code, not the runtime.

Jun 2, 20265 min read
DevSecOps

DevOps vs DevSecOps: what actually changes when you add s...

DevOps vs DevSecOps isn't a mindset shift — it's specific new artifacts, gates, and ownership. Here's what changes, contrasted with JFrog's artifact-first model.

Jun 1, 20268 min read
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