In 2024, Gremlin focused on enhancing its reliability testing platform with a series of new features and updates, including the introduction of two new experiments—Process Exhaustion and GPU stress tests—to help organizations test system resilience against concurrent workloads and GPU-based operations. The platform also unveiled a streamlined onboarding process for AWS users, allowing automatic service discovery and monitoring integration with CloudWatch metrics. Additionally, Gremlin introduced Intelligent Health Checks and AWS-specific Detected Risks to enhance AWS workflow reliability. Other improvements included enhanced agent capabilities for large Kubernetes clusters and systems with over 64 CPUs, as well as new support features for serverless and containerized workloads. The platform also incorporated customizable role-based access controls, improved dependency detection, and enhanced experiment behaviors, ensuring smoother deployment and management of reliability tests across diverse environments. Gremlin's updates reflect its commitment to helping organizations proactively identify and mitigate reliability risks, with a focus on integrating seamlessly with AWS services and enhancing user experience through UI improvements and comprehensive auditing tools.