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Day 20: Persistent Storage in Kubernetes — Managing State, Weights and Vector Indices

This story is from 2026-10-20. It is preserved in the archive; the latest stories are on the live feed.

Containers are ephemeral . When a Pod crashes or Kubernetes moves it, everything on its local disk is gone. For a web server that is fine. For AI it is costly: vector indices take time to rebuild, and model weights are many gigabytes that you do not want to download again every restart. In plain te…

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  1. 2026-10-20 18:05 · DEV Community — AI
    Day 20: Persistent Storage in Kubernetes — Managing State, Weights and Vector Indices

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