Datadog Live Debugging, now in beta, streamlines the process of fixing production bugs by providing crucial context that helps developers quickly identify the root cause. It enables visualization of affected services and their dependencies, reproduction of bugs locally, and generation of integration tests to prevent regressions. The tool also provides runtime variable data and AI-generated issue summaries for efficient troubleshooting within the IDE workflow.