Fluid helps SREs, Platform Engineers, and DevOps Engineers debug production environments efficiently. It allows users to read logs, edit VM sandboxes, and create Ansible playbooks for fixes. The tool ensures changes are made safely and tracked thoroughly.

Dynatrace has introduced the Live Debugger, a cloud-native tool designed to enhance debugging in production environments by providing real-time access to code-level data without disrupting operations. This tool allows developers to quickly troubleshoot issues by setting non-breaking breakpoints and collecting debug data, improving efficiency and reducing reliance on traditional debugging methods. Live Debugger is currently in preview and aims to support modern development challenges with a focus on security and observability.