The inference endpoint is not the model
Serving a model is a systems problem wearing a machine-learning costume. The model is maybe 20% of the endpoint. The other 80% is queueing, timeouts, batching, retries, and the failure mode where a 2-second p99 quietly turns into a 30-second one because the batch got too large. Three things I now d…
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- 2026-11-01 15:02 · DEV Community — Machine Learning
The inference endpoint is not the model