Harness has introduced new features for Chaos Engineering at ChaosCarnival 2024, aimed at enhancing system resilience and simplifying chaos experimentation for DevOps teams. Key innovations include automated onboarding for Kubernetes clusters, which streamlines the process by automatically discovering services and creating chaos experiments, eliminating the need for manual deployment of chaos agents. The ChaosGuard feature provides governance over chaos orchestration by allowing administrators to set rules and conditions for executing experiments, ensuring controlled execution to prevent service disruptions. Users can also benefit from resilience probe dashboards that analyze the impact of chaos faults on specific service states, and a free sandbox environment that offers hands-on learning opportunities. Additionally, Harness has launched a Chaos ROI calculator to help organizations justify investments in chaos engineering by estimating costs and potential benefits, and offers a certification process for those seeking formal recognition of their expertise.