Welcome to Docent
Docent provides tools to summarize, cluster, and search over agent transcripts. It automatically surfaces interesting observations, answers questions, and helps users form hypotheses about their agents.
In addition to analyzing agent transcripts, our users have also gotten value from using Docent for other applications such as:
- Observing anomalies in long reasoning traces
- Monitoring RL training rollouts to find unexpected or unwanted behaviors
Get started
Check out our tutorials to learn how to use Docent:
- Start by installing Docent and ingesting agent runs
- Then try running search and clustering over your data
Learn more about Docent
Explore our technical writeups to learn how we've used Docent to analyze agent behavior:
- Introducing Docent: an introduction to Docent and how we used it to analyze several popular agent benchmarks
- Investigating O3's Truthfulness: an investigation into OpenAI o3's tendency to hallucinate fabricated actions