Scaling API Ingestion with the Queue-of-Work Pattern

The queue-of-work pattern enables massive parallelism for API ingestion by breaking large jobs into thousands of independent work items processed by concurrent workers. This approach reduced data ingestion time for our use case from 15 hours to under 2 hours while providing automatic retry handling and fault tolerance at a fraction of the cost of traditional orchestration tools.