> For the complete documentation index, see [llms.txt](/llms.txt).
> A full single-fetch corpus is available at [llms-full.txt](/llms-full.txt).
---
title: Run with AGNT5
description: Deploy workers, trigger production runs, inspect traces, stream logs, and watch runtime metrics.
last_verified: 2026-06-07
---

Run covers the production lifecycle for deployed AGNT5 workers. You deploy a worker, trigger workflows or agents, and use recorded run data to debug and operate production behavior.

## What you'll do

- **[Deploying](/docs/run/deploying.md)**: package your worker, deploy it to a managed environment, and verify the deployment.
- **Runs**: inspect each execution of a workflow, function, or agent from Studio or the CLI.
- **Traces**: follow the steps, retries, model calls, and timing for a run.
- **Logs**: stream worker logs for a deployment or fetch logs for a specific run.
- **Metrics**: monitor throughput, latency, errors, token usage, and cost.

Outcome: your workflows and agents run outside your laptop, and every execution is observable.

## Next steps

- [Deploying](/docs/run/deploying.md): deploy a worker and verify it.
- [Build with AGNT5](/docs/build/overview.md): define the workflows and agents you want to run.
- [Improve with AGNT5](/docs/improve/overview.md): use production run data to measure behavior changes.