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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 to Defend Against Prompt Injection
Alexander | February 7, 2026

How to Defend Against Prompt Injection

Practical defenses against prompt injection attacks. Input validation, output filtering, architectural patterns, and detection strategies.

7 min read Read more →
Lovable Apps Look Production-Ready. Then Someone Accesses Another User's Data.
Alexander | February 6, 2026

Lovable Apps Look Production-Ready. Then Someone Accesses Another User's Data.

Lovable generates beautiful apps fast, but security gaps ship just as quickly. This pre-launch checklist covers the security issues specific to Lovable-generated applications.

9 min read Read more →
How to Conduct an AI Code Security Audit
Alexander | February 5, 2026

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.

5 min read Read more →
Prompt Injection Attacks: Real-World Examples
Alexander | February 5, 2026

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.

7 min read Read more →
The Best AI Code Security Scanners in 2026
Alexander | February 3, 2026

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.

4 min read Read more →
Replit Makes Deployment Easy. It Also Skips the Security You Need. (Here's What's Missing)
Alexander | February 2, 2026

Replit Makes Deployment Easy. It Also Skips the Security You Need. (Here's What's Missing)

Replit makes deployment easy, but security remains your responsibility. Learn what Replit protects by default, what gaps you must address, and how to deploy securely.

8 min read Read more →
I Analyzed Hundreds of Cursor Codebases. The Security Pattern Was Always The Same.
Alexander | January 29, 2026

I Analyzed Hundreds of Cursor Codebases. The Security Pattern Was Always The Same.

An objective security analysis of code generated by Cursor AI. Learn what Cursor does well, where it consistently fails, and how to validate Cursor-generated code before deployment.

8 min read Read more →
15 Security Practices of the Vibe Coder (A Penetration Tester's Dream)
Alexander | January 28, 2026

15 Security Practices of the Vibe Coder (A Penetration Tester's Dream)

The 15 security anti-patterns that make penetration testers celebrate. From JWT secrets stored as 'secret' to admin panels at /admin with no auth.

8 min read Read more →
I Asked Claude for a Package. It Didn't Exist. An Attacker Had Already Registered It.
Alexander | January 25, 2026

I Asked Claude for a Package. It Didn't Exist. An Attacker Had Already Registered It.

AI models recommend packages that don't exist. Attackers register them. Your npm install becomes the attack. Learn how hallucinated dependencies work and how to protect your codebase.

8 min read Read more →
I Scanned 1,000 AI Apps. 73% Had Critical Flaws. (Here's What They All Got Wrong)
Alexander | January 17, 2026

I Scanned 1,000 AI Apps. 73% Had Critical Flaws. (Here's What They All Got Wrong)

Original research analyzing security patterns across 1,000 AI-generated applications. Discover the most common vulnerabilities by framework, tool, and deployment platform.

7 min read Read more →
Stripe Rejected My AI-Built SaaS. The Fix Took 2 Hours. (Here's Exactly What They Check)
Alexander | January 15, 2026

Stripe Rejected My AI-Built SaaS. The Fix Took 2 Hours. (Here's Exactly What They Check)

Stripe rejects applications with security issues before approving payment integration. Learn the exact checks Stripe runs and how to pass them with your vibe-coded app.

8 min read Read more →
The 5 Security Traps of Vibe Coding That Ship Vulnerabilities to Production
Alexander | January 14, 2026

The 5 Security Traps of Vibe Coding That Ship Vulnerabilities to Production

Learn the five most dangerous security patterns in AI-generated code. From hallucinated dependencies to the copy-paste trap, discover how to protect your vibe-coded applications.

8 min read Read more →
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