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.
OWASP Top 10 for AI-Generated Web Apps (2026 Edition)
A refreshed OWASP-style Top 10 for vibe-coded apps, based on what Vibe-Eval’s agents actually exploited in 2025 and what to fix before 2026 …
How a Solo Founder Avoided a $50k Breach with One Vibe-Eval Scan
A one-person startup shipped a Cursor-built SaaS—until Vibe-Eval found the auth and webhook bugs that could have burned $50k in refunds and leaked …
Vibe Coding Security Checks of VibeEval
Comprehensive, component-aware security verification tailored for AI-generated code using the S.E.C.U.R.E. framework.
Vibe-Eval vs SonarQube vs Snyk for AI-Generated Code
We ran the same AI-generated apps through Vibe-Eval, SonarQube, and Snyk. Here’s what each caught, what they missed, and when to use them together.
The 5-Minute Security Checklist Every Cursor User Needs Bookmarked
A lightning-fast pre-flight for Cursor-generated apps that catches the auth, secret, and prompt issues our Vibe-Eval agents keep seeing in 2025.
Why 90% of AI-Generated Apps Have Critical Security Holes (And How to Fix It in 5 Minutes)
The most common failures in AI-generated apps and a five-minute playbook to patch them with Vibe-Eval.
How Vibe-Eval's AI Agents Found an Auth Bypass in a Replit Agent App in 47 Seconds
A real scan where Vibe-Eval uncovered an org-hopping auth bug in under a minute—and how to patch it.