Guides

Handbooks that actually ship.

Developer tutorials written the way we build: reproducible, honest about gotchas, and short enough to finish.

How-to ~25 min

Run Open-Source LLMs Locally: The 2026 Guide

From zero to a private, offline LLM stack on your own hardware: Ollama, Open WebUI, quantization, and the models worth running in 2026.

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How-to ~40 min

Build Your First Autonomous AI Agent in a Weekend

A hands-on tutorial that goes from a script to a tool-using agent with search, memory, and safe human-in-the-loop checks — in about 10 hours.

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