Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses

Botmonster Tech | page 35 of 79

Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses

Run DeepSeek R1 locally: reasoning models on consumer hardware

Run DeepSeek R1 locally: reasoning models on consumer hardware

Run DeepSeek R1 reasoning models locally on consumer GPUs with 16 GB VRAM using Ollama or llama.cpp. Chain-of-thought without cloud API costs.

Brass automaton building a finished machine alone on one side, and burying a seated person under a flood of printed pages on the other

Reddit says Opus 5 is a genius that will not shut up

Claude Opus 5 Reddit threads agree on one split. Left alone for hours the model is brilliant, and in a chat it buries you. Anthropic calls it normal.

A desktop compute box on a workbench linked to a home outweighs a stack of monthly cloud-bill coins on a balance scale

n8n and Ollama local AI: $0/month, honest hardware math

Run private n8n and Ollama AI automations at home for $0/month in software, with real hardware costs, the num_ctx 8192 fix, and a worked example.

Build a fanless home server for under $300: silent, efficient, and powerful

Build a fanless home server for under $300: silent, efficient, and powerful

Build a fanless home server under $300 with an Intel N150/N305 mini PC. Silent 6-15W builds run Home Assistant, Jellyfin, Nextcloud, and WireGuard.

Do you need Wi-Fi 7 for Matter? What a smart home really uses

Do you need Wi-Fi 7 for Matter? What a smart home really uses

Do you need WiFi 7 for Matter? No: Matter devices use 2.4GHz WiFi or Thread. What a WiFi 7 router does and doesn't change for a 50-device smart home.

Why small language models (SLMs) are better for edge devices

Why small language models (SLMs) are better for edge devices

Small Language Models like Phi-4 and Gemma 3 run offline on Raspberry Pi and other edge devices. Why sub-4B parameters beat cloud inference calls.