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WonderLab

10-year veteran in automotive infotainment systems, AI application explorer, and indie developer. Sharing hands-on experience in in-vehicle system development, AI engineering, and team management

Location China Joined Joined on  Personal website https://home.wonlab.top github website

Work

Software Architecture Team Leader

Why Doesn't AI Actually Speed Things Up? The Organizational Bottleneck Nobody Talks About

Why Doesn't AI Actually Speed Things Up? The Organizational Bottleneck Nobody Talks About

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7 min read
RAG Series (13): Query Optimization — Asking Better Questions

RAG Series (13): Query Optimization — Asking Better Questions

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6 min read
One Open Source Project a Day (No. 62): UI-TARS-Desktop - ByteDance's Open-Source Multimodal GUI Agent Stack

One Open Source Project a Day (No. 62): UI-TARS-Desktop - ByteDance's Open-Source Multimodal GUI Agent Stack

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8 min read
One Open Source Project a Day (61): Hello-Agents — A Practical Guide to Building AI Native Agents from Scratch

One Open Source Project a Day (61): Hello-Agents — A Practical Guide to Building AI Native Agents from Scratch

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3 min read
One Open Source Project a Day (No. 60): OpenHarness - Lightweight AI Agent Infrastructure Framework

One Open Source Project a Day (No. 60): OpenHarness - Lightweight AI Agent Infrastructure Framework

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8 min read
RAG Series (10): Hybrid Search — Retrieving More, Missing Less

RAG Series (10): Hybrid Search — Retrieving More, Missing Less

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7 min read
One Open Source Project a Day (No. 59): Claude for Financial Services - Anthropic's Official AI Agent Suite for Finance

One Open Source Project a Day (No. 59): Claude for Financial Services - Anthropic's Official AI Agent Suite for Finance

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7 min read
RAG Series (9): When RAG Gives Bad Answers — Root Cause Diagnosis with RAGAS

RAG Series (9): When RAG Gives Bad Answers — Root Cause Diagnosis with RAGAS

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6 min read
One Open Source Project a Day (No. 58): Agent Skills - Injecting Senior Engineer Discipline into AI Coding Agents

One Open Source Project a Day (No. 58): Agent Skills - Injecting Senior Engineer Discipline into AI Coding Agents

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7 min read
RAG Series (8): RAG Evaluation System — Speaking with Data

RAG Series (8): RAG Evaluation System — Speaking with Data

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9 min read
One Open Source Project a Day (No. 57): Symphony - OpenAI's Official Spec for Scaling AI Agents

One Open Source Project a Day (No. 57): Symphony - OpenAI's Official Spec for Scaling AI Agents

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4 min read
RAG Series (7): Retrieval Strategies — How to Find the Most Relevant Content

RAG Series (7): Retrieval Strategies — How to Find the Most Relevant Content

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7 min read
One Open Source Project a Day (No. 56): OpenHands - The All-Powerful Open Source AI Software Engineer

One Open Source Project a Day (No. 56): OpenHands - The All-Powerful Open Source AI Software Engineer

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4 min read
RAG Series (6): Vector Databases — Storage and Retrieval Infrastructure

RAG Series (6): Vector Databases — Storage and Retrieval Infrastructure

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7 min read
One Open Source Project a Day (No. 55): RuFlo - A Multi-Agent Orchestration Engine for the AI Swarm Era

One Open Source Project a Day (No. 55): RuFlo - A Multi-Agent Orchestration Engine for the AI Swarm Era

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3 min read
RAG Series (5): Embedding Models — The Core of Semantic Understanding

RAG Series (5): Embedding Models — The Core of Semantic Understanding

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6 min read
One Open Source Project a Day (No. 54): cmux - A Native Multiplexer for the AI Agent Era

One Open Source Project a Day (No. 54): cmux - A Native Multiplexer for the AI Agent Era

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3 min read
RAG Series (4): Document Processing — From Raw Files to High-Quality Chunks

RAG Series (4): Document Processing — From Raw Files to High-Quality Chunks

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7 min read
RAG Series (3): Tuning These 4 Parameters to Go From 'It Works' to 'It Works Well'

RAG Series (3): Tuning These 4 Parameters to Go From 'It Works' to 'It Works Well'

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10 min read
RAG Series (1): Why LLMs Need External Memory

RAG Series (1): Why LLMs Need External Memory

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7 min read
One Open Source Project a Day (No. 54): Warp - The AI-Native Rust Terminal

One Open Source Project a Day (No. 54): Warp - The AI-Native Rust Terminal

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4 min read
One Open Source Project a Day (No. 53): pi-mono - Minimalist & High-Performance AI Coding Agent

One Open Source Project a Day (No. 53): pi-mono - Minimalist & High-Performance AI Coding Agent

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4 min read
RAG Series (2): Building Your First RAG Pipeline with LangChain

RAG Series (2): Building Your First RAG Pipeline with LangChain

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10 min read
One Open Source Project a Day (No.52): Tank-OS - A Red Hat Engineer Baked an AI Agent Into a Bootable Linux Image Over a Weekend

One Open Source Project a Day (No.52): Tank-OS - A Red Hat Engineer Baked an AI Agent Into a Bootable Linux Image Over a Weekend

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11 min read
One Open Source Project a Day (No.51): VibeVoice - Microsoft's Speech AI That Processes 90 Minutes of Audio in a Single Pass

One Open Source Project a Day (No.51): VibeVoice - Microsoft's Speech AI That Processes 90 Minutes of Audio in a Single Pass

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9 min read
I Spent Thousands of Dollars in Tokens Building an AI-Driven End-to-End Bug Fix Pipeline

I Spent Thousands of Dollars in Tokens Building an AI-Driven End-to-End Bug Fix Pipeline

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9 min read
One Open Source Project a Day (No.50): The TypeScript Wizard Pushed His .claude Directory to GitHub and Hit #1 Worldwide Overnight

One Open Source Project a Day (No.50): The TypeScript Wizard Pushed His .claude Directory to GitHub and Hit #1 Worldwide Overnight

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9 min read
One Open Source Project a Day (No.49): free-claude-code - Run Claude Code for Free with One Environment Variable

One Open Source Project a Day (No.49): free-claude-code - Run Claude Code for Free with One Environment Variable

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8 min read
Claude Code + SonarQube Static Analysis: The AI Quality Loop is Finally Closed

Claude Code + SonarQube Static Analysis: The AI Quality Loop is Finally Closed

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8 min read
One Open Source Project a Day (No. 48): karpathy/autoresearch —— Launching the Era of Self-Evolving AI Laboratories

One Open Source Project a Day (No. 48): karpathy/autoresearch —— Launching the Era of Self-Evolving AI Laboratories

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4 min read
One Open Source Project a Day (No. 47): Harness Engineering —— The Paradigm Shift from "Prompt Engineering" to "Harnessing"

One Open Source Project a Day (No. 47): Harness Engineering —— The Paradigm Shift from "Prompt Engineering" to "Harnessing"

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4 min read
SubAgent Architecture Deep Dive: How AI Systems Achieve Specialization Through Delegation

SubAgent Architecture Deep Dive: How AI Systems Achieve Specialization Through Delegation

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9 min read
One Open Source Project a Day (No.46): The Y Combinator CEO Wrote His Own AI Brain and Open-Sourced It

One Open Source Project a Day (No.46): The Y Combinator CEO Wrote His Own AI Brain and Open-Sourced It

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7 min read
One Open Source Project a Day (No. 45): Browser Harness - A Lightweight Bridge Giving AI Agents "Hands" and "Eyes"

One Open Source Project a Day (No. 45): Browser Harness - A Lightweight Bridge Giving AI Agents "Hands" and "Eyes"

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4 min read
Android Development Is About to Change Forever: Google Rebuilds the Toolchain for Agents — 70% Fewer Tokens, 3x Faster

Android Development Is About to Change Forever: Google Rebuilds the Toolchain for Agents — 70% Fewer Tokens, 3x Faster

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7 min read
One Open Source Project a Day (No.44): MemPalace - The AI Memory System Built by the Star of Resident Evil

One Open Source Project a Day (No.44): MemPalace - The AI Memory System Built by the Star of Resident Evil

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8 min read
Is Your Skill Actually Good? Systematically Validating Agent Skills with Evals

Is Your Skill Actually Good? Systematically Validating Agent Skills with Evals

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7 min read
One Open Source Project a Day (No.43): MiroFish - Predicting the Future with Swarm Intelligence

One Open Source Project a Day (No.43): MiroFish - Predicting the Future with Swarm Intelligence

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7 min read
One Open Source Project a Day (No.42): MoneyPrinterV2 —— The Open-Source 'Money Printer' for Automated Video Creation and Monetization

One Open Source Project a Day (No.42): MoneyPrinterV2 —— The Open-Source 'Money Printer' for Automated Video Creation and Monetization

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2 min read
Claude Code in Practice (Part 2): Memory, Rules, Permissions & Shortcuts

Claude Code in Practice (Part 2): Memory, Rules, Permissions & Shortcuts

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7 min read
One Open Source Project a Day (No.41): Cangjie Skill —— Distilling Books into Executable AI Agent 'Skills'

One Open Source Project a Day (No.41): Cangjie Skill —— Distilling Books into Executable AI Agent 'Skills'

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3 min read
Claude Code in Practice (Part 1): From Launch Modes to Concurrent Workflows

Claude Code in Practice (Part 1): From Launch Modes to Concurrent Workflows

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7 min read
One Open Source Project a Day (No.40): Hermes Agent - Nous Research's Self-Improving AI Agent

One Open Source Project a Day (No.40): Hermes Agent - Nous Research's Self-Improving AI Agent

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7 min read
One Open Source Project a Day (No.39): OpenCLI - Turning Any Website Into a Zero-Cost CLI Tool for AI Agents

One Open Source Project a Day (No.39): OpenCLI - Turning Any Website Into a Zero-Cost CLI Tool for AI Agents

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9 min read
The LLM Is Your Employee: Three Evolutions of AI Collaboration Through the Lens of Corporate Management

The LLM Is Your Employee: Three Evolutions of AI Collaboration Through the Lens of Corporate Management

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11 min read
One Open Source Project a Day (No.38): Multica - Managing AI Agents as Real Teammates

One Open Source Project a Day (No.38): Multica - Managing AI Agents as Real Teammates

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9 min read
One Open Source Project a Day (No.37): everything-claude-code - The Most Systematic Claude Code Enhancement Framework

One Open Source Project a Day (No.37): everything-claude-code - The Most Systematic Claude Code Enhancement Framework

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7 min read
One Open Source Project a Day (No. 36): awesome-design-md - Making Design Specs Truly Readable for AI

One Open Source Project a Day (No. 36): awesome-design-md - Making Design Specs Truly Readable for AI

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4 min read
One Open Source Project a Day (No. 35): claude-code-best-practice - Moving from Vibe Coding to AI-Native Development

One Open Source Project a Day (No. 35): claude-code-best-practice - Moving from Vibe Coding to AI-Native Development

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3 min read
One Open Source Project a Day (No.34): second-brain-skills - A Skill Toolkit That Turns Claude Code Into a Knowledge Work Expert

One Open Source Project a Day (No.34): second-brain-skills - A Skill Toolkit That Turns Claude Code Into a Knowledge Work Expert

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8 min read
One Open Source Project a Day (No.33): DeerFlow - ByteDance's SuperAgent Execution Engine

One Open Source Project a Day (No.33): DeerFlow - ByteDance's SuperAgent Execution Engine

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7 min read
5 Agent Skill Design Patterns from Google: Cut Token Waste, Trigger the Right Behavior

5 Agent Skill Design Patterns from Google: Cut Token Waste, Trigger the Right Behavior

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6 min read
One Open Source Project a Day (No.32): OpenClaw-Admin - The Visual Control Center for AI Agent Gateways

One Open Source Project a Day (No.32): OpenClaw-Admin - The Visual Control Center for AI Agent Gateways

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8 min read
Open Source Project of the Day (Part 31): awesome-openclaw-usecases - A Collection of Real OpenClaw Use Cases

Open Source Project of the Day (Part 31): awesome-openclaw-usecases - A Collection of Real OpenClaw Use Cases

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7 min read
Open Source Project of the Day (Part 30): banana-slides - Native AI PPT Generation App Based on nano banana pro

Open Source Project of the Day (Part 30): banana-slides - Native AI PPT Generation App Based on nano banana pro

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7 min read
Insights from GDPS 2026: Enterprise Agents, AI Native, and One-Person Companies

Insights from GDPS 2026: Enterprise Agents, AI Native, and One-Person Companies

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9 min read
Open Source Project of the Day (Part 29): Open-AutoGLM - A Phone Agent Framework for Controlling Phones with Natural Language

Open Source Project of the Day (Part 29): Open-AutoGLM - A Phone Agent Framework for Controlling Phones with Natural Language

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9 min read
Open Source Project of the Day (Part 28): Graphiti - Building Real-Time Knowledge Graphs for AI Agents

Open Source Project of the Day (Part 28): Graphiti - Building Real-Time Knowledge Graphs for AI Agents

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7 min read
Open Source Project of the Day (Part 27): Awesome AI Coding - A One-Stop AI Programming Resource Navigator

Open Source Project of the Day (Part 27): Awesome AI Coding - A One-Stop AI Programming Resource Navigator

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8 min read
Open Source Project of the Day (Part 26): ZeroClaw - Full-Rust Autonomous AI Assistant Infrastructure, and Its Relationship to OpenClaw

Open Source Project of the Day (Part 26): ZeroClaw - Full-Rust Autonomous AI Assistant Infrastructure, and Its Relationship to OpenClaw

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9 min read
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