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grapeot/README.md

Yan Wang (鸭哥)

Columbia PhD, ~20 years in AI R&D. Building AI-native tools and teaching builders how to work with AI — not just use it.

I write about AI methodology, context engineering, and the shift from AI-as-tool to AI-as-collaborator at yage.ai (370+ articles since 2012, bilingual EN/中文).

What I'm Building

  • devin.cursorrules — Turn Cursor/Windsurf into 90% of Devin with one rules file
  • context-infrastructure — A context and memory system for AI coding agents — persistent memory, personal rules, skills, and scheduled observations
  • deep_research_agent — Agentic deep research: multi-source, cross-validated, citation-tracked
  • codex_wide_research — Wide research methodology: parallel exploration across topic dimensions

Frameworks

Concepts I developed through practice and wrote about extensively:

Context Engineering · AI Management · Builder's Mindset · Result Certainty

Writing

English articles · 中文文章 — 370+ articles since 2012 on AI methodology, engineering practice, and occasionally astrophotography.

Teaching

Co-founder of Superlinear Academy — an AI Builder education ecosystem. 2500+ course alumni across 4 courses (AI Coding, AI Builders, AI Architect, AI Product).

Connect

Blog · Superlinear Academy · GitHub


我也说中文。中文文章涵盖 AI 方法论、Context Engineering、Builder 思维等主题。Superlinear Academy 社区也有中文专区。

Pinned Loading

  1. devin.cursorrules devin.cursorrules Public

    Magic to turn Cursor/Windsurf as 90% of Devin

    Python 6k 769

  2. context-infrastructure context-infrastructure Public

    A context and memory system for AI coding agents. Persistent memory, personal rules, skills, and scheduled observations

    Python 172 51

  3. opencode_ios_client opencode_ios_client Public

    Native iOS client for OpenCode. AI coding agent on your phone

    Swift 118 28

  4. nbp_slides nbp_slides Public

    AI-generated presentation slides. Methodology and templates for narrative-based presentations

    Python 77 22

  5. deep_research_agent deep_research_agent Public

    An Agentic Deep Research Assistant similar to Gemini and OpenAI Deep Research

    Python 133 21

  6. codex_wide_research codex_wide_research Public

    Wide research methodology. Parallel exploration across multiple topic dimensions using AI agents

    124 26