How AI Agents Are Transforming DevSecOps
AI agents are changing DevSecOps from reactive security checks to proactive vulnerability prevention. Here’s what’s different and what it …
Building with Claude Code Agent Teams
How to orchestrate multiple Claude Code agents for complex projects. Parallel execution, specialized roles, and coordination patterns.
GitHub Code Review Automation Best Practices
Best practices for automating code review on GitHub. From branch protection to AI-powered analysis, without slowing down your team.
GitLab AI Code Review Setup Guide
Complete guide to setting up AI-powered code review on GitLab. From GitLab Duo to third-party integrations.
Most People Use AI Like a Search Engine. Here's What They're Missing.
The complete guide to AI mastery for non-engineers. From chat interfaces to building autonomous agents, here’s how to go from casual user to top …
Claude Code Security Auditor: A Custom Skill for Automated Compliance
A custom Claude Code skill that conducts comprehensive security audits, validates compliance, and generates remediation roadmaps. Here’s how it …
Claude Code Voice Input: The 3x Productivity Hack Nobody Talks About
Voice dictation in Claude Code eliminates the keyboard bottleneck. Combine macOS dictation with a custom skill that fixes speech-to-text errors, and …
Claude Code Is Writing Bad Python Because You Skip This Setup
PostToolUse hooks in Claude Code automatically format, lint, and test your Python files the instant Claude edits them. Stop manually running black and …
I Don't Trust AI - I Trust Gates That Prove Code Works
Developers spent decades removing trust from software delivery. Every gate - type checking, tests, security scans - exists because 'it works on my machine' isn't good enough. AI can't fix processes that have none of that.
![Vibe Testing: The Next Step in Software QA [2026]](/images/proud-aurora-6763.jpg)
Vibe Testing: The Next Step in Software QA [2026]
AI-augmented, intuition-driven testing that evaluates how software feels to users, not just whether it meets specifications.