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Jakson Tate

Hi! đź‘‹ I'm Jakson, Server Tech @ ServerMO. I spend my days deep in the terminal, fixing crazy server crashes, and rescuing customers from their tech nightmares. Let's talk infrastructure!

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How to Deploy Multi-Agent AI: Setup CrewAI on Ubuntu 24.04 Bare Metal GPU
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How to Deploy Multi-Agent AI: Setup CrewAI on Ubuntu 24.04 Bare Metal GPU

#ai #python #devops #sre
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3 min read
How to Build Production-Ready AI Agents on Bare Metal
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How to Build Production-Ready AI Agents on Bare Metal

#ai #python #devops #sre
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3 min read
Stop Wasting GPUs on Embeddings: The RAG FinOps Guide
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Stop Wasting GPUs on Embeddings: The RAG FinOps Guide

#ai #python #devops #sre
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3 min read
The Cybersecurity SaaS-pocalypse: Open-Source SIEM on Bare Metal
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The Cybersecurity SaaS-pocalypse: Open-Source SIEM on Bare Metal

#security #devops #linux #opensource
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2 min read
Semantic Caching for LLMs on Ubuntu 24.04: Reduce API Costs
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Semantic Caching for LLMs on Ubuntu 24.04: Reduce API Costs

#openai #python #ubuntu #devops
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3 min read
The OpenTelemetry K8s Cost Trap (And How to Fix It)
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The OpenTelemetry K8s Cost Trap (And How to Fix It)

#kubernetes #opentelemetry #finops #devops
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4 min read
Fix Kubernetes CPU Throttling & CFS Quotas
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Fix Kubernetes CPU Throttling & CFS Quotas

#kubernetes #devops #sre #linux
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2 min read
What is ECC RAM? True ECC vs DDR5 On-Die & Server Needs
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What is ECC RAM? True ECC vs DDR5 On-Die & Server Needs

#linux #devops #hardware #sre
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3 min read
Model Context Protocol: Setup MCP Server on Bare Metal
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Model Context Protocol: Setup MCP Server on Bare Metal

#python #ai #devops #security
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3 min read
10 Linux Server Disasters & Open-Source SRE Cures
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10 Linux Server Disasters & Open-Source SRE Cures

#linux #devops #sre #sysadmin
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3 min read
Setup JupyterLab & PyTorch on Ubuntu 24.04: Remote GPU Server
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Setup JupyterLab & PyTorch on Ubuntu 24.04: Remote GPU Server

#pytorch #jupyterlab #ubuntu #gpu
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3 min read
Deploy Apache CloudStack on Ubuntu 24.04: Build a Private AWS
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Deploy Apache CloudStack on Ubuntu 24.04: Build a Private AWS

#devops #ubuntu #cloud #kvm
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4 min read
SGLang vs vLLM: Install, Serve, and Benchmark on Bare Metal
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SGLang vs vLLM: Install, Serve, and Benchmark on Bare Metal

#ai #python #machinelearning #devops
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5 min read
How to Install Caddy on Ubuntu 24.04: Production Reverse Proxy
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How to Install Caddy on Ubuntu 24.04: Production Reverse Proxy

#ubuntu #devops #caddy #webdev
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5 min read
Real-Time RAG: Setup Redpanda & Vector DB on Bare Metal
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Real-Time RAG: Setup Redpanda & Vector DB on Bare Metal

#ai #devops #storage #redpanda
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6 min read
Software RAID vs Hardware RAID for NVMe: The PCIe Bottleneck
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Software RAID vs Hardware RAID for NVMe: The PCIe Bottleneck

#linux #devops #storage #database
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6 min read
WekaFS vs Ceph on Bare Metal: Stop AI GPU Starvation
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WekaFS vs Ceph on Bare Metal: Stop AI GPU Starvation

#ai #devops #storage #linux
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6 min read
Zero-Trust Encrypted Backups with Restic on Ubuntu 24.04
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Zero-Trust Encrypted Backups with Restic on Ubuntu 24.04

#ubuntu #restic #devops #linux
Comments 1
7 min read
NVIDIA H100 vs H200 vs B200: The AI Bare Metal Guide
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NVIDIA H100 vs H200 vs B200: The AI Bare Metal Guide

#nvidia #ai #devops #machinelearning
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6 min read
Deploy Typesense on Bare Metal: The High-Performance Elasticsearch Alternative
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Deploy Typesense on Bare Metal: The High-Performance Elasticsearch Alternative

#typesense #elasticsearch #devops #kubernetes
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5 min read
Install Meilisearch on Ubuntu 24.04: The High-Performance Elasticsearch Alternative
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Install Meilisearch on Ubuntu 24.04: The High-Performance Elasticsearch Alternative

#ubuntu #meilisearch #devops #database
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5 min read
Proxmox GPU Passthrough: Splitting One GPU for Multiple VMs
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Proxmox GPU Passthrough: Splitting One GPU for Multiple VMs

#proxmox #virtualization #devops #linux
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5 min read
How to Install FFmpeg with NVIDIA GPU Acceleration on Ubuntu
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How to Install FFmpeg with NVIDIA GPU Acceleration on Ubuntu

#ffmpeg #nvidia #ubuntu #devops
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5 min read
Distributed LLM Training on Slurm: The Observability Guide
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Distributed LLM Training on Slurm: The Observability Guide

#slurm #devops #sre #ai
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4 min read
Hugging Face Out of Space Fix: The Storage Trap
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Hugging Face Out of Space Fix: The Storage Trap

#linux #devops #sysadmin #ai
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3 min read
How to Install KeyDB on Ubuntu: The Multi-Threaded Redis Alternative
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How to Install KeyDB on Ubuntu: The Multi-Threaded Redis Alternative

#ubuntu #database #devops #sysadmin
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4 min read
VMware to Proxmox Migration Guide: The Broadcom Escape Plan
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VMware to Proxmox Migration Guide: The Broadcom Escape Plan

#vmware #proxmox #devops #sysadmin
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7 min read
Stop Paying the Cloud Tax: How to Self-Host GitHub Actions on Bare Metal
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Stop Paying the Cloud Tax: How to Self-Host GitHub Actions on Bare Metal

#devops #github #cicd #security
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5 min read
Overcoming the Million-Vector Bill: A Practical Guide to Self-Hosting Qdrant on Bare Metal
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Overcoming the Million-Vector Bill: A Practical Guide to Self-Hosting Qdrant on Bare Metal

#qdrant #devops #sre #ai
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4 min read
Migrate Redis to DragonflyDB on Bare Metal: The Enterprise SRE Playbook
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Migrate Redis to DragonflyDB on Bare Metal: The Enterprise SRE Playbook

#redis #dragonflydb #devops #sre
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5 min read
Optimize AI Cluster Networks with Multi-Rail RoCEv2
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Optimize AI Cluster Networks with Multi-Rail RoCEv2

#ai #networking #devops #sre
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5 min read
Replace Nginx with Pingora on Bare Metal: An SRE Proxy Guide
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Replace Nginx with Pingora on Bare Metal: An SRE Proxy Guide

#nginx #rust #devops #sre
1
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4 min read
Deploy Supabase on Bare Metal: Secure Self-Hosted Firebase
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Deploy Supabase on Bare Metal: Secure Self-Hosted Firebase

#supabase #devops #docker #sre
Comments 1
5 min read
How to Optimize MongoDB on Bare Metal Servers: SRE Playbook
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How to Optimize MongoDB on Bare Metal Servers: SRE Playbook

#mongodb #devops #sre #database
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5 min read
How to Safely Manage Linux Servers via CtrlOps: SRE Playbook
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How to Safely Manage Linux Servers via CtrlOps: SRE Playbook

#linux #devops #sre #security
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5 min read
Virtualize Game Development with NVIDIA RTX PRO 6000 Blackwell Servers
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Virtualize Game Development with NVIDIA RTX PRO 6000 Blackwell Servers

#gamedev #devops #sre #virtualization
2
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5 min read
How to Safely Run Claude Code on Ubuntu 24.04: The SRE Playbook
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How to Safely Run Claude Code on Ubuntu 24.04: The SRE Playbook

#devops #security #ubuntu #ai
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5 min read
Acronis vs JetBackup: The Brutal SRE Infrastructure Review
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Acronis vs JetBackup: The Brutal SRE Infrastructure Review

#devops #security #architecture #servermo
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4 min read
Self-Hosting DeepSeek V4 on Bare Metal: Stop Paying the API Tax
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Self-Hosting DeepSeek V4 on Bare Metal: Stop Paying the API Tax

#ai #devops #architecture
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3 min read
Migrating Redis to Valkey on Ubuntu 24.04: A FAANG-Level SRE Runbook
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Migrating Redis to Valkey on Ubuntu 24.04: A FAANG-Level SRE Runbook

#valkey #redis #sre #devops
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3 min read
How to Install CyberPanel on Ubuntu 24.04 LTS: A Senior Architecture Guide
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How to Install CyberPanel on Ubuntu 24.04 LTS: A Senior Architecture Guide

#cyberpanel #ubuntu #devops #servermo
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3 min read
10 Best UK Dedicated Server Providers in 2026: A Technical Deep Dive
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10 Best UK Dedicated Server Providers in 2026: A Technical Deep Dive

#infrastructure #devops #servermo
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3 min read
Install and Optimize ClickHouse on Ubuntu 26.04 Bare Metal
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Install and Optimize ClickHouse on Ubuntu 26.04 Bare Metal

#clickhouse #ubuntu #dataengineering #database
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5 min read
Build a Production-Grade Live Streaming Origin Server
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Build a Production-Grade Live Streaming Origin Server

#video #devops #nginx #infrastructure
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3 min read
How to Migrate MySQL to ClickHouse with Zero Downtime
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How to Migrate MySQL to ClickHouse with Zero Downtime

#dataengineering #mysql #database #architecture
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5 min read
The Agentic Execution Loop: Distributed Systems & API Proximity
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The Agentic Execution Loop: Distributed Systems & API Proximity

#ai #mlops #devops #architecture
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4 min read
IPTV Systems Architecture: The Brutal Realities of Scaling
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IPTV Systems Architecture: The Brutal Realities of Scaling

#video #devops #linux #architecture
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5 min read
Install and Tune PostgreSQL on Ubuntu 24.04 Bare Metal
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Install and Tune PostgreSQL on Ubuntu 24.04 Bare Metal

#database #linux #devops #ubuntu
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6 min read
Why Bare Metal Outperforms Cloud for AI Training (H100 & RoCE v2)
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Why Bare Metal Outperforms Cloud for AI Training (H100 & RoCE v2)

#ai #architecture #cloud
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2 min read
Optimizing LLM Serving: The Engineering Truth of vLLM & NVLink
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Optimizing LLM Serving: The Engineering Truth of vLLM & NVLink

#ai #machinelearning #devops #python
Comments 1
4 min read
Dropping 100Gbps DDoS Attacks: The Ultimate eBPF & XDP Guide
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Dropping 100Gbps DDoS Attacks: The Ultimate eBPF & XDP Guide

#cybersecurity #linux #networking #performance
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4 min read
Future-Proofing Enterprise Data: Post-Quantum Cryptography & Zero Trust Nginx
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Future-Proofing Enterprise Data: Post-Quantum Cryptography & Zero Trust Nginx

#cybersecurity #nginx #devops #tutorial
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3 min read
The Bare Metal Kubernetes Blueprint: Deploying Talos Linux & Cilium eBPF
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The Bare Metal Kubernetes Blueprint: Deploying Talos Linux & Cilium eBPF

#kubernetes #devops #linux #tutorial
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3 min read
Fix Zombie VRAM: Clear GPU Memory Without Rebooting
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Fix Zombie VRAM: Clear GPU Memory Without Rebooting

#linux #gpu #docker #devops
1
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4 min read
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