# See what your agents actually do once they're in production

> We've added an observability integration with The Context Company, so you can trace Agno agent runs and understand how they behave in the wild. Setup is one line.

- Published: 2026-07-17
- Author: Agno Team
- Category: Changelog
- Canonical: https://agno-com-nine.vercel.app/articles/see-what-your-agents-actually-do-once-theyre-in-production
- Markdown: https://agno-com-nine.vercel.app/articles/see-what-your-agents-actually-do-once-theyre-in-production.md

We've added an observability integration with The Context Company, so you can trace Agno agent runs and understand how they behave in the wild. Setup is one line. Call `instrument_agno()` before you import Agno, and your runs start streaming over OpenTelemetry, capturing model calls, tool arguments and results, prompts, token usage, and latency.

Plain tracing shows you one run at a time. What The Context Company adds is analysis across all of them, surfacing recurring patterns and account-level insight and then linking back to the specific runs behind each one. So instead of scrolling traces hoping to spot a problem, you find out where your agents are consistently going wrong and can go straight to the evidence.

View [Agno’s The Context Company docs](https://docs.agno.com/observability/the-context-company) to learn more.