Your First Agent as a Service: Deploying a Support Agent on AgentCore
Description and use
A lightweight support agent deployed on AgentCore: deploy, invoke, observe, and delete in a single day.
Problem
A three‑person support desk needs a quick, trustworthy automation that can be deployed, invoked, observed, and deleted in a day.
Outcome
Deployment completed in 1 m 51 s, runtime ARN exposed, invoke latency ~2 s, trace visible in X‑Ray, and cleanup possible with a single command.
Workflow
- Verify toolchain and AWS environment with
make doctor - Run local development server with
make devto test invoke latency - Deploy the runtime to AWS with
make deploy - Invoke the deployed agent via the provided endpoint
- Observe the OpenTelemetry trace in CloudWatch X‑Ray
- Delete the deployment with
make delete
Evidence
The whole agent surface fits in one screen of main.py
Deploy to AWS ..................... 1 m 27 s Total duration: 1 m 51 s
make doctor ... 15 passed, 0 warned, 0 failed
- Record date: 2026-10-18T03:41:16.276Z