Trails is an application that provides automated insights from LLM agent runs. It automatically analyzes agent traces to surface key insights, helping users understand issues in agent performance. With Trails, you can quickly identify what went wrong during agent execution and immediately create issues and implement fixes. This tool streamlines the process of debugging and optimizing LLM agents by offering clear, actionable insights derived from trace data, making it easier to enhance agent reliability and effectiveness.