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Vibe Eval

Expert insights on AI-powered coding security, vibe-based development practices, and protecting AI-generated web applications from vulnerabilities.

How We Built Vibe Eval — From One Monolith to 200 Security Agents Running in Parallel
Alexander | November 27, 2025

How We Built Vibe Eval — From One Monolith to 200 Security Agents Running in Parallel

The story of how Vibe Eval evolved from a single FastAPI script scanning one app to a distributed system catching vulnerabilities across thousands of …

8 min read Read more →
GitHub and Microsoft Use AI To Fix Security Debt Crisis
Alexander (edited for VibeEval) | July 21, 2025

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 …

2 min read Read more →
From Prompt to Production-Safe: The 2026 Vibe Coding Checklist
Alexander | June 19, 2025

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.

2 min read Read more →
Vibe-Eval: Automated Regression, Security, and Functional Checks for Vibe-Coded Apps
Alexander (edited for VibeEval) | May 15, 2025

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.

4 min read Read more →
OWASP Top 10 for AI-Generated Web Apps (2026 Edition)
Alexander | May 2, 2025

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 …

3 min read Read more →
How a Solo Founder Avoided a $50k Breach with One Vibe-Eval Scan
Alexander | April 21, 2025

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 …

2 min read Read more →
Vibe Coding Security Checks of VibeEval
Alexander | April 21, 2025

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.

4 min read Read more →
Vibe-Eval vs SonarQube vs Snyk for AI-Generated Code
Alexander | April 7, 2025

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.

2 min read Read more →
The 5-Minute Security Checklist Every Cursor User Needs Bookmarked
Alexander | March 18, 2025

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.

3 min read Read more →
Why 90% of AI-Generated Apps Have Critical Security Holes (And How to Fix It in 5 Minutes)
Alexander | March 15, 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.

2 min read Read more →
How Vibe-Eval's AI Agents Found an Auth Bypass in a Replit Agent App in 47 Seconds
Alexander | March 6, 2025

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.

2 min read Read more →
Prompt Injection Gone Wild: Real Examples from Public Vibe-Coded Apps in 2025
Alexander | March 4, 2025

Prompt Injection Gone Wild: Real Examples from Public Vibe-Coded Apps in 2025

Five real injection incidents from 2025 vibe-coded apps and the playbook Vibe-Eval uses to keep AI-generated UX from turning into data-exfiltration …

3 min read Read more →
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