This topic explores how Generative AI (GenAI) is transforming automation, especially in chaos engineering and resiliency experiments. Explore how beyond typical automation, GenAI can, autonomously design and simulate complex failure scenarios, generate diverse, unpredictable data for testing system robustness and propose solutions to improve system resilience.