12 AI Security Tools Every Dev Team Needs
The essential security tool stack for teams shipping AI-generated code in 2026. From scanners to runtime protection.
How to Conduct an AI Code Security Audit
A step-by-step process for auditing AI-generated codebases, covering the specific vulnerabilities that vibe coding tools introduce.
Prompt Injection Attacks: Real-World Examples
Documented prompt injection attacks from 2024-2026. How they worked, what they achieved, and what we learned from each incident.
The Best AI Code Security Scanners in 2026
A practical breakdown of AI-powered code security scanners that actually catch vulnerabilities in vibe-coded applications.
The JWT Vulnerability That Still Works in 2026 (And How to Stop It)
The JWT ’none’ algorithm attack bypasses authentication entirely. Here’s why it keeps showing up in AI-generated code and how to fix …
Why Claude Skills Are Not a DAST Replacement (And What to Do About It)
Claude Skills handle baseline security reviews well, but they can’t replace real browser testing. Here’s what they miss and how to fill …
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 …
AI Code Guardrails: Why Speed Without Safety Breaks Production
AI generates 41% of all code today, but that speed comes with hidden costs. Learn why guardrails are essential and how to implement them before AI-generated bugs reach production.
Building an Extensible Security Scanner with 200+ Checks (Without Collapsing Under Its Own Weight)
Most security scanners start with 5 checks and die at 20. Here’s the three-layer architecture that lets you scale from 5 to 500 without …
GitHub and Microsoft Use AI To Fix Security Debt Crisis
Microsoft Defender for Cloud and GitHub Advanced Security integration uses AI and runtime intelligence to prioritize and fix vulnerabilities, cutting …
From Prompt to Production-Safe: The 2026 Vibe Coding Checklist
A practical checklist to keep AI-generated apps fast, stable, and secure—plus a Vibe-Eval preset to automate it.
Vibe-Eval: Automated Regression, Security, and Functional Checks for Vibe-Coded Apps
How Vibe-Eval spins up AI agents to run end-to-end tests, security probes, and functional checks on quickly built, prompt-driven apps.