How would you design a self-healing security automation system that adapts to evolving threats, minimizes manual intervention, and includes safeguards to prevent automated actions from causing harm? What architectural patterns and feedback mechanisms would you implement?

Sample answer preview

Designing a self-healing security automation system requires balancing adaptability with safety, speed with accuracy, and autonomy with oversight. The goal is a system that detects threats, responds automatically, learns from outcomes, and adjusts its behavior over time, all…