Hi, I'm Ling Sun (孙玲) 👋

AI-Native Builder
用 Claude Code、Codex 和工程化工作流，把想法变成真实可运行的产品。

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🧬 About

我正在持续练习一种新的开发方式：把 AI 当作 co-developer，而不是只当作辅助工具。

我关注的不是“写得更快”本身，而是如何把需求拆清楚、把验证做扎实、把产品真正交付出来。

AI-native 时代，重要的不只是会不会用工具，而是能不能把判断力、产品感和工程执行连接起来。

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🔧 Now

• AI-Native 全流程开发：和 Claude Code / Codex 一起完成需求拆解、架构设计、实现、Code Review、测试���发布。
• Local-first / 可验证产品：偏好能在本地跑起来、能被检查、能被复现的小产品。
• 持续公开构建：把 AI-native 实战经验沉淀成开源项目、文档和可复用工作流。

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🚀 Projects

Project	What it is	Focus
Vibe_coding_guide	中文优先的 Vibe Coding / AI coding 工程工作流指南	AI coding、agents、worktrees、skills、review
SiftMarks	Local-first AI bookmark manager	语义搜索、书签整理、Chrome sync、MCP
ProofRoute	OpenAI-compatible LLM router / proxy	成本优化、模型路由、隐私证明、coding agents

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🧰 Toolbox

Working with AI

• Claude Code / Codex
• Agentic coding workflows
• Prompt-to-product iteration
• Multi-agent collaboration
• Documentation-first product building

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🎯 Goals

• Build useful AI-native tools that solve real workflow problems.
• Keep shipping small, verifiable products in public.
• Turn repeated lessons into clear docs, templates, and open-source projects.
• Stay curious, stay kind, and keep improving judgment through practice.

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📊 GitHub

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🤝 Connect

• GitHub: @Lling0000
• Open to: AI-native products, developer tools, local-first apps, and practical agent workflows.