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Hi, I'm WquGuru 👋

I build open-source AI products at the intersection of AI · Quant · Crypto · Engineering, and I write about harness engineering — how to keep code-writing models bounded, continuous, and accountable once they live inside real terminals, repos, and teams.

做开源 AI 产品，也写 AI 工程方法论：当会写代码的模型进入真实的终端、仓库与团队，如何让整个系统始终可控、可持续、为后果负责。

Projects

• nof0  ★ 2.7k  — 开源的 AI 交易竞技场 · open-source AI trading arena. A full open reproduction of NOF1 Alpha Arena, bringing LLM & agentic trading to everyone. Go Next.js Hyperliquid
• 12factor  ★ 33  — 12 Vibe Coding Factors: a four-stage / twelve-principle method for 10× AI-collaboration efficiency → 12factor.me
• skills  ★ 49  — practical Claude Code skills: English-for-engineers coaching, Pi Agent setup, and more
• llm-council  ★ 113  — a council of LLMs that deliberate, cross-review & rank to answer your hardest questions

Books · harness-books  ★ 2.4k

Two books on harness engineering — once a code-writing model lives in terminals, repos, and permission systems, what keeps the whole system bounded, continuous, and accountable for consequences?

• Harness Engineering: A Design Guide to Claude Code
• The Harness Design Philosophies of Claude Code and Codex

📖 Read online  ·  中文 / English

I build & write about

Harness engineering  ·  Agent / multi-agent design  ·  AI-assisted dev (vibe coding)  ·  Quant × Crypto × AI

_{�� PS: if you're also a fan of John Lennon, I'm sure we can be friends.}