Run with AGNT5

Deploy workers, trigger production runs, inspect traces, stream logs, and watch runtime metrics.

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: 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: deploy a worker and verify it.
Build with AGNT5: define the workflows and agents you want to run.
Improve with AGNT5: use production run data to measure behavior changes.