100 Days of MLOps· day 84 of 100
DAY 84MLOps

Services & Networking

Day 84 of 100 Days of MLOps. Your pods are running, but pods are ephemeral — they die and come back with new addresses, so nothing can reliably reach them. Today you give your model a stable front door: a Service. You'll learn the three service types — ClusterIP for internal traffic, NodePort and LoadBalancer for external — write and validate a manifest for each, and see exactly how a request flows from a user to a healthy pod. It's how your model becomes reachable, reliably, instead of a moving target. Runs 100% locally on any OS.

Jul 12, 2026 8 min read1.6k words

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