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Scaling

2 pieces of work and writing on this site touch scaling.

Case studyBilling Invoice EngineMaster → workers → RAW filesDecisionWhat actually makes a batch service horizontally scalable?Workers that own nothing. If a worker holds state or assigns its own work, adding a second one creates a coordination problem instead of capacity.