Auto-Scaling Thrash from Misconfigured Min/Max Workers

Clusters cycle between scale-up and scale-down events when min_workers is too low for baseline workload or max_workers is hit repeatedly, causing job delays and resource waste. 3-5 minute VM provisioning latency amplifies the impact.

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