PostJune 8, 2026·Engineering
Inference serving without cluster ops
Why time-to-ready and serving mode matter more than batch runtime for always-on endpoints.
Inference endpoints stay up. Nexplane plans around time-to-ready, serving stack, and max setup deadline instead of a single estimated runtime.
Monitoring and health checks are built into the plan — not an afterthought. Endpoint URL publication happens when serving starts.
This matches how teams actually operate inference: provision, serve, observe, and scale.