A Founder Asked If He Needs a $20k Pentest. My Answer Was Probably Not. (Here's Why)
Penetration tests cost $5k-$50k. Is that what your startup needs, or is continuous monitoring enough? A practical framework for security investment decisions.
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.
LLM Security Best Practices for Production Apps
Security practices for LLM applications in production. From architecture to monitoring, everything you need to ship securely.
AI Code Vulnerabilities: What Changed in 2026
The AI code security landscape evolved significantly in 2026. New tools, new vulnerabilities, new defenses. Here’s what changed.
The Optimal Claude Code Workflow for Large Projects
How to use Claude Code effectively on codebases with hundreds of files. Context management, navigation, and workflow patterns that scale.
GitLab AI Code Review Setup Guide
Complete guide to setting up AI-powered code review on GitLab. From GitLab Duo to third-party integrations.
Why AI Code Has More Security Flaws Than Human Code
The structural reasons why AI coding tools produce more vulnerable code than human developers, based on analysis of thousands of codebases.
20 AI SaaS Ideas You Can Build in a Weekend
Validated AI SaaS ideas that one developer can build in a weekend using vibe coding tools. Each includes target market, monetization, and tech stack.
Understanding OWASP LLM01: Prompt Injection
A deep dive into OWASP’s top LLM vulnerability. Attack variants, defense strategies, and practical implementation guidance.
I Keep Getting Asked 'Snyk or VibeEval?' (You're Asking The Wrong Question)
An honest comparison of VibeEval and Snyk. When enterprise security tools make sense, when they don't, and whether you can use both. No marketing spin.