Distributed Systems

Notes on a Scala framework that consumes SNS/SQS change events through Lambda — the pieces that mattered: type-safe consumer base classes, controlled parallelism via grouped futures, FIFO sharding, and the entity-refresh trick that saves you from stale reads.