Most workflow automation starts simple: replacing a cron job. Six months later, that "simple" workflow handles payment reconciliation across three external APIs with exactly-once delivery guarantees. This analysis compares three fundamentally different orchestration approaches for 1-2 server deployments, examining memory footprints, database pressure patterns, failure recovery mechanisms, and implementation details often missing from documentation. The Contenders: Architectural Philosophy Matter...