
How AI Agents Are Transforming DevSecOps
AI agents are changing DevSecOps from reactive security checks to proactive vulnerability prevention. Here’s what’s different and what it …
Expert insights on AI-powered coding security, vibe-based development practices, and protecting AI-generated web applications from vulnerabilities.

AI agents are changing DevSecOps from reactive security checks to proactive vulnerability prevention. Here’s what’s different and what it …
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.
WAF explained for developers. How web application firewalls protect AI-coded apps from common attacks and their limitations.
Zero-day vulnerabilities explained for developers. How unknown security flaws threaten AI-coded apps and defense strategies.
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.
CSRF explained for developers. Learn how cross-site request forgery attacks work, why AI-generated apps are vulnerable, and how to implement CSRF tokens.
CVSS explained for developers. How vulnerability severity scores work and how to prioritize security fixes in AI-generated code.
CWE explained for developers. How weakness categories help understand and prevent vulnerability types in AI-generated code.
Effortlessly test and evaluate web application security using Vibe Eval agents.