Managing the AI Security Flood: Why Workflows Beat Warnings

As AI tools drastically increase the volume of discovered security flaws, engineering teams face a new challenge of alert fatigue. Establishing a structured triage workflow is critical to prevent organizational chaos and ensure responsible patch management. Ultimately, the true value of AI in security lies not just in finding bugs, but in how effectively teams can validate and resolve them.