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Domainay

Trails

Trails

Automated insights from LLM agent runs

App Screenshot 1

About The Product

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.

Target Users

Developers and engineers using LLM agents needing trace analysis and issue resolution.

Pain Points

Difficulty understanding agent issues and delayed problem resolution without automated analysis.

Key Features

  • Automatically analyzes LLM agent traces to surface actionable insights.
  • Helps identify issues in agent runs and enables immediate creation of fixes.
  • Provides automated insights specifically tailored for LLM agent performance.
  • Categorized under analytics, developer-tools, and AI for targeted user access.

Launch Date

January 26, 2026