Design a Concurrent Image Processing Service

Company: Anthropic

Role: Software Engineer

Category: System Design

Difficulty: hard

Interview Round: Onsite

Quick Answer: Design an image-processing job service that evolves safely from one worker to many concurrent processors. Define the state machine, leasing and ownership protocol, idempotent output publication, retries, cancellation, backpressure, and protection against partial results.