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tomasdpinho
searching PlanetScale…
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by
tomasdpinho
7y ago
Containers are meant to be stateless infrastructure. By downloading something at startup, you're breaking that contract implicitly. Secondly, depending on where you're deploying, downloads from S3 (and then loading to memory) may
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by
tomasdpinho
7y ago
As a DevOps Engineer working for a ML-based company and have had worked for others in the past, these are my quick suggestions for production readiness. DOs: If you are doing any kind of soft-realtime (i.e. not batch processing) inference,