The operational layer between your application and FFmpeg is where most production pain lives: queue depth and starvation, retry semantics by failure class, partial-success handling, encoder-version pinning, output cleanup on cancel, delivery-side rate limits. These pieces cover the practices that make video pipelines survive production traffic and answer the phone at 3am.