07 / Journal
Notes on LLM and RAG systems, MLOps, data engineering and the craft of shipping software that has to keep working.
02 / All articles
3 articles of 38
Move an ML model into production with reproducible artifacts, input contracts, controlled rollout and tested rollback. Use practical checks for both batch and online serving.
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Docker Security: A Comprehensive Guide Docker containers have become increasingly popular in recent years, but with this popularity comes increased security concerns. Containers are more complex than traditional virtual machines, and securing them can be challenging. In this article, we will discuss the importance of Docker security, the reasons for the complexity of Docker containers,…
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In our second installment of the Kubernetes Observability tutorial series, we'll dive deep into monitoring all facets of your applications operating within a Kubernetes environment. This includes a comprehensive examination of the following: Ingesting and analysing logs performance collection and health metrics Monitoring application performance with Elastic APM To aid us in this endeavor, our…
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If one of these posts is close to a problem you have, tell me about it - I’m happy to compare notes.
