
How to Defend Against Prompt Injection
Practical defenses against prompt injection attacks. Input validation, output filtering, architectural patterns, and detection strategies.
Expert insights on AI-powered coding security, vibe-based development practices, and protecting AI-generated web applications from vulnerabilities.

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

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.

A step-by-step process for auditing AI-generated codebases, covering the specific vulnerabilities that vibe coding tools introduce.

Documented prompt injection attacks from 2024-2026. How they worked, what they achieved, and what we learned from each incident.

A practical breakdown of AI-powered code security scanners that actually catch vulnerabilities in vibe-coded applications.

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.

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.

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

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.

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

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.

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.
Effortlessly test and evaluate web application security using Vibe Eval agents.