This lecture covers advanced principles in Chaos Engineering, focusing on risk management, running experiments in production, automation, minimizing blast radius, and tools/resources available. It delves into fault injection testing, beyond Chaos Monkey & Chaos Kong, and discusses the importance of fault injection, hypothesis testing, and minimizing the impact of failures.