Category: Security

26 December 2025 How to Triage Vulnerabilities in Vibe-Coded Projects: Severity, Exploitability, Impact
How to Triage Vulnerabilities in Vibe-Coded Projects: Severity, Exploitability, Impact

Vibe coding speeds up development but introduces dangerous security flaws. Learn how to triage AI-generated vulnerabilities by severity, exploitability, and impact using proven frameworks and real-world data.

25 October 2025 Security Telemetry and Alerting for AI-Generated Applications: How to Detect and Respond to AI-Specific Threats
Security Telemetry and Alerting for AI-Generated Applications: How to Detect and Respond to AI-Specific Threats

AI-generated applications behave differently than traditional software. Learn how to build security telemetry and alerting systems that detect prompt injection, model drift, and data poisoning before they cause damage.

4 September 2025 Secrets Scanning for AI-Generated Repos: Prevent Leaks by Default
Secrets Scanning for AI-Generated Repos: Prevent Leaks by Default

AI-generated code is leaking secrets at alarming rates. Learn how modern secrets scanning tools detect and block hardcoded credentials in AI-assisted repos before they cause breaches.