--- title: "Jakson Tate (@jakson-tate) | Hashnode" description: "Server Tech @ ServerMO ⚡ Managing 60K+ Bare Metal & GPU Servers. Read the latest articles by Jakson Tate on Hashnode." url: "https://hashnode.com/@jakson-tate" --- @jakson-tate # Jakson Tate @jakson-tate · Joined November 2025 Server Tech @ ServerMO ⚡ Managing 60K+ Bare Metal & GPU Servers [Website](https://www.servermo.com/) ### [NVIDIA Dynamo Guide: Scaling Distributed LLM Inference on Bare Metal](https://servermo.hashnode.dev/nvidia-dynamo-distributed-llm-inference-bare-metal-guide?utm_source=hashnode&utm_medium=feed) A complete SRE blueprint covering NIXL transports, KV cache tiering, Kubernetes v1beta1 orchestration, and observability for bare-metal GPU clusters. 13 min read · [servermo.hashnode.dev](https://servermo.hashnode.dev/nvidia-dynamo-distributed-llm-inference-bare-metal-guide?utm_source=hashnode&utm_medium=feed) [2d ago](https://hashnode.com/posts/nvidia-dynamo-distributed-llm-inference-bare-metal-guide/6af6e5b37a2abed6ee403560) ### [How to Install and Scale NVIDIA NeMo on Bare Metal](https://servermo.hashnode.dev/install-scale-nvidia-nemo-bare-metal-sre-guide?utm_source=hashnode&utm_medium=feed) A step-by-step SRE blueprint to deploy NeMo via Docker, scale with Megatron-Core 3D parallelism, tune RLHF memory, and fix OOM errors. 8 min read · [servermo.hashnode.dev](https://servermo.hashnode.dev/install-scale-nvidia-nemo-bare-metal-sre-guide?utm_source=hashnode&utm_medium=feed) [2d ago](https://hashnode.com/posts/install-scale-nvidia-nemo-bare-metal-sre-guide/6af6e137b46d7596b78f245f) ### [RoCEv2 vs Spectrum-X vs UEC: The Future of AI Cluster Networking](https://servermo.hashnode.dev/rocev2-vs-spectrum-x-vs-uec-ai-networking-guide?utm_source=hashnode&utm_medium=feed) An SRE blueprint comparing RoCEv2, NVIDIA Spectrum-X, and Ultra Ethernet (UEC 1.1)—covering elephant flows, adaptive routing, multi-rail topologies, and NCCL validation. 9 min read · [servermo.hashnode.dev](https://servermo.hashnode.dev/rocev2-vs-spectrum-x-vs-uec-ai-networking-guide?utm_source=hashnode&utm_medium=feed) [2d ago](https://hashnode.com/posts/rocev2-vs-spectrum-x-vs-uec-ai-networking-guide/6af6daef885dd5b8aa314c9d) ### [How DE-CIX Frankfurt Peering Works: A Complete Technical Guide](https://servermo.hashnode.dev/how-de-cix-frankfurt-peering-works-guide?utm_source=hashnode&utm_medium=feed) A deep dive into BGP peering mechanics, European latency physics, edge DDoS blackholing, and German data sovereignty at the world's leading internet exchange. 7 min read · [servermo.hashnode.dev](https://servermo.hashnode.dev/how-de-cix-frankfurt-peering-works-guide?utm_source=hashnode&utm_medium=feed) [2d ago](https://hashnode.com/posts/how-de-cix-frankfurt-peering-works-guide/6af6d4b08e73902aaeadc762) ### [How to Install Zellij on Ubuntu 24.04: SRE Guide](https://servermo.hashnode.dev/install-zellij-terminal-multiplexer-ubuntu-24-04?utm_source=hashnode&utm_medium=feed) Abandon legacy interfaces. Master isolated execution modes, secure browser collaboration, construct dynamic floating layouts, and optimize operations on bare metal. 6 min read · [servermo.hashnode.dev](https://servermo.hashnode.dev/install-zellij-terminal-multiplexer-ubuntu-24-04?utm_source=hashnode&utm_medium=feed) [Nov 6](https://hashnode.com/posts/install-zellij-terminal-multiplexer-ubuntu-24-04/6aeda36c75a76e1749d24214)