Blog

Engineering notes on machine learning, local-first AI infrastructure, and building systems in the open.

  • Building mnemos

    Phase 1: Platform Foundation

    3 min read

    Phase 1 of mnemos is done: Helm charts, Argo CD GitOps, and Prometheus/Grafana on the same k3s GPU node. Nothing gets applied by hand again — and the cluster is visible from a browser.

    • mnemos
    • kubernetes
    • gitops
    • argo-cd
    • observability
    • homelab

  • Building mnemos

    Phase 0: GPU Inference on Kubernetes

    4 min read

    The first phase of mnemos, an air-gappable memory layer for AI conversations, is done: one k3s node, one GPU, one OpenAI-compatible endpoint. Here is what shipped and what comes next in the series.

    • mnemos
    • kubernetes
    • gpu
    • llm-serving
    • homelab