From a $9/month VPS to a multi-GPU powerhouse — everything you need to run your own AI infrastructure, stop paying API bills, and keep your data private.
No fluff. No filler. Just the exact knowledge you need to get off the API treadmill and run models that are actually yours.
From CPU-only VPS setups to dedicated GPUs — know exactly what hardware you need for your use case and budget before spending a dollar.
Step-by-step guide to getting Ollama + Open WebUI running. Follow along and have a working self-hosted AI assistant in under 30 minutes.
March 2026 model comparison: Qwen3.5, Llama 4, Gemma 3, Mistral, and more. Know which model fits your VRAM and use case before downloading.
Exact math on when self-hosting beats API costs. Covers OpenAI, Anthropic, and Gemini pricing vs. VPS and GPU cloud costs — all March 2026 verified.
Complete checklist for locking down your self-hosted AI: firewall rules, authentication, SSL, network isolation, and exposure minimization.
RAG pipelines, fine-tuning on your own data, multi-model orchestration, and embedding databases. Go beyond the basics when you're ready.
VPS providers, GPU cloud rentals, and API costs are all sourced and verified as of March 2026. No stale benchmarks or outdated pricing. What you read is what you'll actually pay.
One-time purchase. PDF download. No subscription, no upsells, no fluff.
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