Keep job logic simple and split multi-step work into separate jobs (e.g. one job per website to scrape rather than one job looping through all sites). Benefits: faster processing via concurrency, easy manual re-enqueueing from the console with a single parameter, safe retries that don't redo the whole pipeline, and simple progress tracking. Sidekiq Pro/Enterprise provides batches with callbacks, but small-job progress can also be implemented manually on the free edition.