cluster autoscaler

Scale-downers mark a node removable only when every pod on it can leave safely. Your batch workload died because nothing marked it special. The mechanism is a filter cascade, and the fix is priorities, PDBs and annotations.

Two controllers with different opinions and no shared hysteresis. Flat traffic with an oscillating node count means the loop is driven by something other than demand, and the candidates are few.