How would you design a zero-downtime Julia service update system?

You use versioned workers, graceful request draining, and separate precompiled environments.

Zero-downtime deployment in Julia requires running multiple versions of the runtime side-by-side. Requests are routed to new worker pools after warm-up. Old workers drain existing tasks before shutdown. Precompiled sysimages ensure no JIT delay during traffic switchovers.