AI refactoring can silently break app security. Learn how security regression testing catches hidden vulnerabilities in AI-generated code, why standard tests fail, and how to implement it now with proven tools and strategies.
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.
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.
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.