DEV Community

WonderLab profile picture

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

China Joined on  https://primeskills.store

Work

Software Architecture Team Leader

Workflow Series (04): Multi-Agent Coordination — Orchestrator Boundaries, Concurrency Control, and Context Isolation
wonderlab profile

Workflow Series (04): Multi-Agent Coordination — Orchestrator Boundaries, Concurrency Control, and Context Isolation

#ai #workflow #multiagent #productivity
5 min read
Open Source Project of the Day (#112): obsidian-skills — Official Agent Skills by Obsidian's CEO, So Agents Stop Breaking Your Vault
wonderlab profile

Open Source Project of the Day (#112): obsidian-skills — Official Agent Skills by Obsidian's CEO, So Agents Stop Breaking Your Vault

#opensource #obsidian #agentskills #claude
7 min read
Workflow Series (03): State Management — Persistence, Idempotency, and Version Binding
wonderlab profile

Workflow Series (03): State Management — Persistence, Idempotency, and Version Binding

#ai #workflow #engineering #productivity
5 min read
Open Source Project of the Day (#111): HyperGraphRAG — N-ary Relations via Hyperedges, the Third-Generation RAG Paradigm
wonderlab profile

Open Source Project of the Day (#111): HyperGraphRAG — N-ary Relations via Hyperedges, the Third-Generation RAG Paradigm

#opensource #rag #hypergraph #llm
6 min read
Open Source Project of the Day (#110): openpilot — The Open-Source Driver Assistance System That Beat Tesla Autopilot in Consumer Reports
wonderlab profile

Open Source Project of the Day (#110): openpilot — The Open-Source Driver Assistance System That Beat Tesla Autopilot in Consumer Reports

#ai #worldmodel #opensource #adas
6 min read
Workflow Series (02): Design Patterns — Four-Layer Architecture, Three Context Modes, and Approval Gate Design
wonderlab profile

Workflow Series (02): Design Patterns — Four-Layer Architecture, Three Context Modes, and Approval Gate Design

#ai #workflow #designpatterns #production
1
6 min read
Open Source Project of the Day (#109): Trellis — Persist Project Specs, Tasks, and Memory Into Your Repository
wonderlab profile

Open Source Project of the Day (#109): Trellis — Persist Project Specs, Tasks, and Memory Into Your Repository

#ai #opensource #agents #claude
7 min read
Open Source Project #108: ai-website-cloner-template — One Command, Parallel Agents, Any Website Reversed into Next.js Code
wonderlab profile

Open Source Project #108: ai-website-cloner-template — One Command, Parallel Agents, Any Website Reversed into Next.js Code

#ai #frontend #website #development
9 min read
AI-Native Organizations Aren't About Buying Tools — They're About Making Waiting Disappear
wonderlab profile

AI-Native Organizations Aren't About Buying Tools — They're About Making Waiting Disappear

#ai #efficiency #organization
8 min read
Open Source Project #107: page-agent — A Pure-JS GUI Agent for the Browser, No Screenshots, No Plugins, No Backend
wonderlab profile

Open Source Project #107: page-agent — A Pure-JS GUI Agent for the Browser, No Screenshots, No Plugins, No Backend

#opensource #agents #llm #typescript
8 min read
Workflow Series (01): Foundations — Three Execution Models and Anthropic's Five Patterns
wonderlab profile

Workflow Series (01): Foundations — Three Execution Models and Anthropic's Five Patterns

#ai #workflow #claude #agents
5 min read
Open Source Project of the Day (#106): android/skills — Google's Official AI Skill Library for Android Development
wonderlab profile

Open Source Project of the Day (#106): android/skills — Google's Official AI Skill Library for Android Development

#opensource #android #agentskills #developer
7 min read
Skill Series (05): Skill Workflow Chaining — 4 Patterns, Real Data, Parallel Speedup 1.5x
wonderlab profile

Skill Series (05): Skill Workflow Chaining — 4 Patterns, Real Data, Parallel Speedup 1.5x

#ai #agentskills #workflow #langchain
5 min read
Open Source Project of the Day (#105): hiring-agent — HackerRank Open-Sourced Their Resume Scoring System. How Does Your Resume Score?
wonderlab profile

Open Source Project of the Day (#105): hiring-agent — HackerRank Open-Sourced Their Resume Scoring System. How Does Your Resume Score?

#ai #opensource #career #developer
7 min read
Skill Series (04): Skill Metrics — L1/L2/L3 Monitoring That Catches Quality Drops Before Users Do
wonderlab profile

Skill Series (04): Skill Metrics — L1/L2/L3 Monitoring That Catches Quality Drops Before Users Do

#ai #agentskills #llm
1
5 min read
Open Source Project of the Day (#104): AgentScope 2.0 — Alibaba's Production-Ready Agent Framework Built Around Model Reasoning
wonderlab profile

Open Source Project of the Day (#104): AgentScope 2.0 — Alibaba's Production-Ready Agent Framework Built Around Model Reasoning

#ai #opensource #agents #llm
7 min read
Skill Series (03): Skill Design Patterns — 5 Patterns That Make Output Predictable
wonderlab profile

Skill Series (03): Skill Design Patterns — 5 Patterns That Make Output Predictable

#ai #agentskills #llm #agents
5 min read
Open Source Project of the Day (#103): Voicebox — A Local, Open-Source Alternative to ElevenLabs
wonderlab profile

Open Source Project of the Day (#103): Voicebox — A Local, Open-Source Alternative to ElevenLabs

#tts #elevenlabs #voiceclone #opensource
1
6 min read
Skill Series (02): Skill Security Risks — Three Attack Surfaces, Nine Test Cases
wonderlab profile

Skill Series (02): Skill Security Risks — Three Attack Surfaces, Nine Test Cases

#agentskills #ai #security #agents
5 min read
Open Source Project of the Day (#102): OpenMontage — Turn Your AI Coding Assistant Into a Full Video Production Studio
wonderlab profile

Open Source Project of the Day (#102): OpenMontage — Turn Your AI Coding Assistant Into a Full Video Production Studio

#ai #opensource #claude #video
6 min read
Skill Series (01): Skill Evaluation — How to Quantify AI Skill Quality
wonderlab profile

Skill Series (01): Skill Evaluation — How to Quantify AI Skill Quality

#ai #agentskills #agents #llm
5 min read
Open Source Project #101: Penpot — The Open-Source Design Tool That Speaks CSS Natively
wonderlab profile

Open Source Project #101: Penpot — The Open-Source Design Tool That Speaks CSS Natively

#opensource #design #figma #css
8 min read
Four Evolutions of AI Workflow Definition: From Markdown to JS Scripts to Distributed Multi-Agent
wonderlab profile

Four Evolutions of AI Workflow Definition: From Markdown to JS Scripts to Distributed Multi-Agent

#ai #agents #workflow #enterprise
1
8 min read
Open Source Project #100: OpenMemory — A Real Cognitive Memory Engine for AI Agents
wonderlab profile

Open Source Project #100: OpenMemory — A Real Cognitive Memory Engine for AI Agents

#ai #opensource #llm #langchain
7 min read
Agent Series (23): Web Agent — Giving Your Agent Real Eyes on the Internet
wonderlab profile

Agent Series (23): Web Agent — Giving Your Agent Real Eyes on the Internet

#ai #agents #langchain #contextengineering
7 min read
Open Source Project of the Day (#99): codebase-memory-mcp — A Knowledge Graph That Gives AI Agents Structural Memory of Your Codebase
wonderlab profile

Open Source Project of the Day (#99): codebase-memory-mcp — A Knowledge Graph That Gives AI Agents Structural Memory of Your Codebase

#ai #opensource #mcp #codegraph
7 min read
Agent Series (22): Context Engineering Deep Dive — Quantifying Three Context Management Strategies
wonderlab profile

Agent Series (22): Context Engineering Deep Dive — Quantifying Three Context Management Strategies

#ai #agents #langchain #opensource
6 min read
pen Source Project of the Day (#98): Zvec — Alibaba's Embedded Vector Database, the SQLite of Vector Search
wonderlab profile

pen Source Project of the Day (#98): Zvec — Alibaba's Embedded Vector Database, the SQLite of Vector Search

#opensource #vectordatabase #ai
7 min read
Agent Series (21): Harness Testing — 45 Tests, How They're Designed, and What Bugs They Found
wonderlab profile

Agent Series (21): Harness Testing — 45 Tests, How They're Designed, and What Bugs They Found

#ai #agents #harnessengineer #security
6 min read
Open Source Project of the Day (#97): EchoBird — One App to Install, Configure, and Run All Your AI Tools
wonderlab profile

Open Source Project of the Day (#97): EchoBird — One App to Install, Configure, and Run All Your AI Tools

#ai #opensource #llm #rust
6 min read
How to Make AI Skill Quality Measurable? Benchmark-Driven Evaluation Framework Design
wonderlab profile

How to Make AI Skill Quality Measurable? Benchmark-Driven Evaluation Framework Design

#ai #agentskills #benchmark #agents
9 min read
Open Source Project of the Day (#96): SkillSpector — Scan AI Agent Skills Before You Install Them
wonderlab profile

Open Source Project of the Day (#96): SkillSpector — Scan AI Agent Skills Before You Install Them

#ai #agentskills #security #nvidia
7 min read
Open Source Project of the Day (#95): Career-Ops - The AI-Powered Job Search Command Center for Claude Code
wonderlab profile

Open Source Project of the Day (#95): Career-Ops - The AI-Powered Job Search Command Center for Claude Code

#opensource #ai #agents #claude
3 min read
Agent Series (20): Harness in Production — From Single File to Reusable Package
wonderlab profile

Agent Series (20): Harness in Production — From Single File to Reusable Package

#ai #agents #langchain #python
1
6 min read
Five Pitfalls of an AI Skill Platform: Quality Governance for Enterprise AI Capability Systems
wonderlab profile

Five Pitfalls of an AI Skill Platform: Quality Governance for Enterprise AI Capability Systems

#ai #skill #codequality #agents
7 min read
Open Source Project of the Day (#94): MasterDnsVPN —— A Sharpened Blade Against Censorship: The Highly Optimized DNS Tunneling VPN
wonderlab profile

Open Source Project of the Day (#94): MasterDnsVPN —— A Sharpened Blade Against Censorship: The Highly Optimized DNS Tunneling VPN

#opensource #dns #vpn #network
3 min read
Agent Series (19): Harness Engineering — Complete 8-Layer Framework
wonderlab profile

Agent Series (19): Harness Engineering — Complete 8-Layer Framework

#agents #harness #langchain #security
8 min read
Open Source Project of the Day (#93): OpenMed — Clinical AI That Never Leaves the Device
wonderlab profile

Open Source Project of the Day (#93): OpenMed — Clinical AI That Never Leaves the Device

#ai #opensource #nlp #healthcare
6 min read
What Is a Truly AI-Native Workflow? — Four Diagnostic Tests
wonderlab profile

What Is a Truly AI-Native Workflow? — Four Diagnostic Tests

#ai #workflow #enterprise #productivity
7 min read
Open Source Project of the Day (#92): Agent Skills — Engineering Discipline for AI Coding Agents
wonderlab profile

Open Source Project of the Day (#92): Agent Skills — Engineering Discipline for AI Coding Agents

#ai #opensource #claude #engineering
1
8 min read
Agent Series (18): Cost & Performance Optimization — Cheaper and Faster
wonderlab profile

Agent Series (18): Cost & Performance Optimization — Cheaper and Faster

#ai #agents #llm #promptengineering
6 min read
My AI Agent Deleted My Skills and Thought It Did a Good Job
wonderlab profile

My AI Agent Deleted My Skills and Thought It Did a Good Job

#ai #agents #selfevolution #productivity
4 min read
Open Source Project of the Day (#91): PM Skills Marketplace - Encoding Top PM Frameworks Into Your AI Agent
wonderlab profile

Open Source Project of the Day (#91): PM Skills Marketplace - Encoding Top PM Frameworks Into Your AI Agent

#ai #agents #opensource #claude
7 min read
I built an agent skill marketplace — and quality is the only feature that matters
wonderlab profile

I built an agent skill marketplace — and quality is the only feature that matters

#ai #skills #agents #productivity
4 min read
Agent Series (17): Harness Engineering — Putting a Safety Harness on an Autonomous Agent
wonderlab profile

Agent Series (17): Harness Engineering — Putting a Safety Harness on an Autonomous Agent

#ai #agents #llm #langchain
7 min read
Open Source Project of the Day (#90): turbovec - The Vector Index That Shrinks 10M Docs from 31 GB to 4 GB
wonderlab profile

Open Source Project of the Day (#90): turbovec - The Vector Index That Shrinks 10M Docs from 31 GB to 4 GB

#rag #vectordatabase #opensource #embedding
7 min read
Agent Series (16): Tool Design — Five Principles for Getting the LLM to Use Your Tools Correctly
wonderlab profile

Agent Series (16): Tool Design — Five Principles for Getting the LLM to Use Your Tools Correctly

#ai #llm #agents #langchain
6 min read
Open Source Project of the Day (#89): taste-skill - Give Your AI Agent Good Design Taste
wonderlab profile

Open Source Project of the Day (#89): taste-skill - Give Your AI Agent Good Design Taste

#ai #skills #opensource #claude
7 min read
AI Agent Finds Code: Engineering Code Navigation in Multi-Repo, Multi-Stack Projects
wonderlab profile

AI Agent Finds Code: Engineering Code Navigation in Multi-Repo, Multi-Stack Projects

#ai #agents #repository #enterprise
7 min read
Open Source Project of the Day #88: last30days —— The AI Agent Search Engine for the Last 30 Days Truth
wonderlab profile

Open Source Project of the Day #88: last30days —— The AI Agent Search Engine for the Last 30 Days Truth

#ai #agents #reddit #opensource
3 min read
Agent Series (15): Advanced Agent Memory — Short-term, Long-term, Compression
wonderlab profile

Agent Series (15): Advanced Agent Memory — Short-term, Long-term, Compression

#ai #agents #memory #llm
6 min read
Agent Series (14): Agent Observability — Tracing Every Decision, Making the Black Box Transparent
wonderlab profile

Agent Series (14): Agent Observability — Tracing Every Decision, Making the Black Box Transparent

#ai #agents #llm #langchain
6 min read
Open Source Project of the Day (#87): BaiLongma - Equipping LLMs with 'Proactive Consciousness' and Initiating the ACI Era for Agents
wonderlab profile

Open Source Project of the Day (#87): BaiLongma - Equipping LLMs with 'Proactive Consciousness' and Initiating the ACI Era for Agents

#opensource #ai #llm #agents
3 min read
Agent Series (13): Agent Security and Defense — Prompt Injection, Tool Abuse, and Data Leakage
wonderlab profile

Agent Series (13): Agent Security and Defense — Prompt Injection, Tool Abuse, and Data Leakage

#ai #agents #security #llm
1
6 min read
Open Source Project of the Day (#86): headroom - A Context Compression Layer for AI Agents, Up to 95% Token Savings
wonderlab profile

Open Source Project of the Day (#86): headroom - A Context Compression Layer for AI Agents, Up to 95% Token Savings

#opensource #ai #agents #llm
7 min read
Open Source Project of the Day (#85): tiktoken - OpenAI's Blazing-Fast BPE Tokenizer
wonderlab profile

Open Source Project of the Day (#85): tiktoken - OpenAI's Blazing-Fast BPE Tokenizer

#opensource #nlp #bpe #openai
7 min read
Agent Series (12): Agent Evaluation Framework — How Do You Know If Your Agent Is Actually Good?
wonderlab profile

Agent Series (12): Agent Evaluation Framework — How Do You Know If Your Agent Is Actually Good?

#ai #agents #llm #skills
6 min read
Agent Series (11): A2A Protocol — How Agents Collaborate with Each Other
wonderlab profile

Agent Series (11): A2A Protocol — How Agents Collaborate with Each Other

#agents #llm #opensource #multiagent
5 min read
Open Source Project of the Day (#84): SkillLens - Microsoft's 'Microscope' for the AI Agent Skill Lifecycle
wonderlab profile

Open Source Project of the Day (#84): SkillLens - Microsoft's 'Microscope' for the AI Agent Skill Lifecycle

#ai #opensource #agents #microsoft
1
3 min read
Agent Series (10): MCP Protocol — Standardizing the Tool Ecosystem
wonderlab profile

Agent Series (10): MCP Protocol — Standardizing the Tool Ecosystem

#ai #agents #langchain #fastmcp
1
6 min read
loading...