# Operate

Running DataQ for real: deploying it, watching it, and fixing it.

| Page | What it covers |
|---|---|
| [Deployment](deployment.md) | Azure Container Apps and AWS ECS reference deployments, the local Docker stack, every environment variable, and the Azure-free path. |
| [Deployment parity](deployment-parity.md) | What is identical and what differs across Azure, AWS and local, service by service. |
| [Observability](observability.md) | Structured logs, request and task spans, and where to find them on each cloud. |
| [Troubleshooting](troubleshooting.md) | Symptom-first fixes for the failures operators actually hit. |
| [Runbook & FAQ](runbook-faq.md) | Routine operations — credential rotation, retention, upgrades — and the questions that come up. |