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feat(deploy): activate bounded production app autoscaling - #1779
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Enable the prepared app autoscaling profile: two to four replicas with a 70% CPU target and conservative scale-down behavior. Activation requires a settled deployment with bounded connection pools.
For initial creation, skip refresh on the targeted command because Pulumi requires refresh targets to exist already. The full scope preview still refreshes, and exact targets, saved-plan enforcement and live preflight remain. Preview failures expose only fixed diagnostic categories.
Validation: deployment profile tests, 30 focused Python tests, current-head CI and read-only infrastructure preview.