> This page is also available as Markdown: append .md to its URL. The full index of Sikaru docs is at https://docs.sikaru.ai/llms.txt. Code examples use only operations from the public API reference at https://docs.sikaru.ai/api-reference.

# Observe and improve

## Docs

- [Trace ingestion](https://docs.sikaru.ai/improve/trace-ingestion.md): Sikaru stores trajectories in Harbor's ATIF format. Convert and submit traces from LangSmith, Braintrust, Raindrop, or your own agent, and read managed run trajectories.
- [Evaluate traces and review results](https://docs.sikaru.ai/improve/evaluations.md): Apply a rubric to retained trace targets with an evaluation job, read its results, and use the judgments in release review.