Interactive challenge

KServe vs Ray Serve Decision Lab

Choose the serving abstraction by ownership model, CRDs, graph complexity, autoscaling, and rollout needs.

Prerequisites

Serving architecture context

Guided step

Choose the serving contract

Pick KServe, Ray Serve, direct vLLM, or another runtime based on ownership and graph complexity.

Commands

List each route: owner, runtime, traffic class, graph complexity, rollout model.
Mark whether the platform team or app team owns the endpoint contract.
Write the serving choice and the reason in one paragraph.

Expected signals

  • Serving choice is linked to team ownership.
  • Routing and rollout requirements are explicit.
  • The team can explain why the alternative was rejected.

Checks

Which workload tends to fit Ray Serve better?

Confirm that the chosen serving abstraction and rejection reason are written down.

Hints and solution

No hints opened for this step yet.