Trails
Trails is an AI agent observability platform that helps developers analyze, debug, and improve autonomous agent workflows by turning trace logs into actionable insights.
At a Glance
- AI Developers
- Autonomous Agent Startups
- Web Automation Teams
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Trails
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Products & Services
An AI agent observability platform that ingests agent execution logs ('traces') and provides automated analysis to identify bugs and issues.
Market Position
Trails positions itself as a solution for 'thousands of agent runs you'll never look at,' automating the debugging process that is otherwise manual and time-consuming.
Leadership
Founders
Justin Wei
Co-founder & CTO of Phind.com (YC S22), previously interned at Citadel, Google, and Adobe. UT Austin Turing Scholar.
Executive Team
Justin Wei
Founder
Co-founder & CTO of Phind, YC Alum, Software Engineer background at Google and Citadel.
Founding Story
Founder Justin Wei previously co-founded Phind, where he experienced the difficulty of diagnosing search failures and complex AI agent traces with sparse user feedback. Trails was created to solve this by providing automated analysis of agent execution logs.
Business Model
Revenue Model
Likely SaaS or usage-based model for agent trace analysis. Currently offers a demo and 'Get in Touch' for access.
Pricing Tiers
Available upon request via a Google Form link.
Target Markets
- AI Developers
- Autonomous Agent Startups
- Web Automation Teams
- Debugging autonomous AI agents
- Analyzing web automation bot performance
- Surfacing bugs in large-scale agent trace data
- Improving agent reliability through trace replay
- Phind