Tagged: Devops
9 posts
Hetzner vs AWS for AI Workloads: The Honest Breakdown (2026)
Hetzner vs AWS for AI workloads in 2026: where each wins, price-per-spec comparison, GPU reality, egress traps, and a realistic decision framework. Download the free AI Automation Checklist.
n8n Self-Hosting Guide: Docker, Kubernetes, and Bare Metal in Production
Production n8n self-hosting guide with three deployment paths: Docker Compose, Kubernetes, and bare systemd. Real configs, backups, scaling numbers. Download the free AI Automation Checklist.
AI Skills Are the New Boilerplate: They Fix Nothing
Everyone shares skill libraries now. Why the 20-slash-command pitch and the 2-hours-saved claim miss what actually ships value in production. Book a free discovery call.
Linux VPS AI Development Setup: Debian, Claude Code, MCP
Complete linux vps ai development setup guide: Debian hardening, Claude Code install, MCP clients, systemd services, backups, and cost tracking. Download the free AI Automation Checklist.
Systemd Services for AI Servers: Production Setup on Linux
How to run systemd services for AI servers in production. Unit files, timers, logs, resource limits, and security hardening for MCP and LLM workloads. Download the free AI Automation Checklist.
Docker Compose AI ML Development Stack: Local LLM, Vector DB, Full YAML
Complete docker compose ai ml development stack: Ollama, Qdrant, Postgres, Redis, LiteLLM. Copy-paste YAML, GPU support, and first-run commands for a local AI dev environment. Download the free AI Automation Checklist.
Your Vector Database Decision Is Simpler Than You Think
Choosing a vector database is simpler than benchmarks suggest. The three constraints that actually decide it, from someone running semantic search on a single VPS. Download the free AI Automation Checklist.
I Run 10 AI Agents in Production. They're All Bash Scripts.
A week ago I wrote about shipping AI agents the right way. That piece was about the harness: quality... Download the free AI Automation Checklist.
Lots Of People Are Demoing AI Agents. Almost Nobody's Shipping Them The Right Way.
Lots of people are demoing AI agents. Almost nobody's shipping them the right way. Conference stages... Download the free AI Automation Checklist.