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Operate

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

Page What it covers
Deployment Azure Container Apps and AWS ECS reference deployments, the local Docker stack, every environment variable, and the Azure-free path.
Deployment parity What is identical and what differs across Azure, AWS and local, service by service.
Upgrading Moving to a newer release: what to back up, the steps per deployment, and how to roll back.
Observability Structured logs, request and task spans, and where to find them on each cloud.
Troubleshooting Symptom-first fixes for the failures operators actually hit.
Runbook & FAQ Routine operations — credential rotation, retention, upgrades — and the questions that come up.