
A Founder Asked If He Needs a $20k Pentest. My Answer Was Probably Not. (Here's Why)
Penetration tests cost $5k-$50k. Is that what your startup needs, or is continuous monitoring enough? A practical framework for security investment decisions.
Expert insights on AI-powered coding security, vibe-based development practices, and protecting AI-generated web applications from vulnerabilities.

Penetration tests cost $5k-$50k. Is that what your startup needs, or is continuous monitoring enough? A practical framework for security investment decisions.
Security headers explained for developers. The essential HTTP headers every web application needs and how to configure them properly.
CVE explained for developers. How CVE identifiers track security vulnerabilities and why they matter for AI-generated code dependencies.
Supply chain attacks explained. How compromised dependencies and hallucinated packages threaten AI-coded applications.
Zero-day vulnerabilities explained for developers. How unknown security flaws threaten AI-coded apps and defense strategies.
SBOM explained for developers. How software bills of materials track components in AI-generated applications for security and compliance.
API key exposure explained. How API keys leak in AI-generated code, the real costs of exposed credentials, and how to manage secrets properly.
API key rotation explained for developers. How regular credential rotation limits breach impact in AI-coded applications.
Broken access control explained. The #1 OWASP vulnerability, why AI-generated apps are especially prone, and how to implement proper authorization.
Clickjacking explained for developers. How invisible iframe attacks trick users and why AI-coded apps often lack frame protection.
Content Security Policy explained for developers. How CSP headers prevent XSS and other injection attacks in web applications.
CORS explained for developers. How cross-origin resource sharing works, common misconfigurations in AI-generated code, and secure CORS setup.
Effortlessly test and evaluate web application security using Vibe Eval agents.