Colibri Review: Run a 744B Model on Hardware You Own
Colibri streams MoE experts from disk to run 744B GLM-5.2 on 25GB RAM in pure C. Benchmarks, install steps, 8 model families, and honest speed limits.
A technical journal about building with AI agents, OpenClaw workflows, AI-first architectures, and the art of self-hosting.
Written by humans. Optimized for AI discovery.
Recent Posts
QwenPaw Review: Self-Hosted AI Assistant, 34k Stars
QwenPaw is an Apache-2.0 personal AI agent you run yourself — Agent OS, ReMe memory, sandboxing, local models. Install guide, architecture, and honest limits.
OpenViking Review: A Filesystem for AI Agent Memory
OpenViking makes AI agent memory a browsable viking:// filesystem. 34.5k stars, vendor benchmarks, an AGPLv3 catch, and where it still loses to LightRAG.
Phone Harness Review: Let AI Agents Control Your Phone
Phone Harness lets Claude Code or Codex drive a real iPhone or Android — no jailbreak, no Xcode, no app. MIT, 2.1K stars. Honest review and real limits.
Berd Review: Block's Open-Source Agent Desktop App
Block open-sourced Berd, an Apache 2.0 desktop workspace wrapping Goose, Claude Code and Codex. Local-first data, 820 stars — and it won't take your PRs.
Quick AI Answers
Direct answers to the most-asked AI questions. Updated daily.
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