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Luke Marsden

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Platform Engineering and DevEx for Your On-Prem LLMPlatform Engineering Day 2025 - Europe2025-04-01
Claims a reproducible on‑prem GenAI IDP built on Kubernetes using Helix and an AI spec CRD to version models, knowledge and integrations; it runs open‑source…
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Production-Ready LLMs on Kubernetes: Patterns, Pitfalls, and Performa...KubeCon + CloudNativeCon Europe 20252025-04-01
Deploys running on 1–2 A100 GPUs using Helm, Open Web UI, Ollama for quick tests and vLLM for production-grade inference with Mistral 7B; finds 4-bit…
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Building the Bridge Between DevOps and MLOps in a GenAI worldswampUP 20242024-09-09
Argues companies almost never train full LLMs (costs in the hundreds of millions) and instead should self-host open models when data must stay inside the…
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SIG Cluster Lifecycle: kubeadm Deep DiveKubeCon + CloudNativeCon Europe 20182018-05-02
kubeadm provides a repeatable bootstrap: install Docker and kubeadm packages, run kubeadm init / kubeadm join, then apply a CNI like weave-net and optional…
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Docs at Weaveworks DX from open source to SaaS and beyondDevRelCon London 20172017-12-06
Weaveworks documents move from scattered markdown and WordPress into a Jekyll site backed by Built.io + Jekyll, with open‑source docs pulled from repo and…
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