WonderLab - DEV Community

WonderLab

Jun 15

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

#ai #agentskills #benchmark #agents

9 min read

WonderLab

Jun 15

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

#ai #agentskills #security #nvidia

7 min read

WonderLab

Jun 14

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

WonderLab

Jun 14

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

#ai #agents #langchain #python

1

6 min read

WonderLab

Jun 13

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

#ai #skill #codequality #agents

7 min read

WonderLab

Jun 13

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

WonderLab

Jun 12

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

#agents #harness #langchain #security

8 min read

WonderLab

Jun 12

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

#ai #opensource #nlp #healthcare

6 min read

WonderLab

Jun 11

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

#ai #workflow #enterprise #productivity

7 min read

WonderLab

Jun 11

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

#ai #opensource #claude #engineering

1

8 min read

WonderLab

Jun 10

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

#ai #agents #llm #promptengineering

6 min read

WonderLab

Jun 10

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

#ai #agents #selfevolution #productivity

4 min read

WonderLab

Jun 10

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

WonderLab

Jun 9

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

#ai #skills #agents #productivity

4 min read

WonderLab

Jun 9

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

#ai #agents #llm #langchain

7 min read

WonderLab

Jun 9

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

WonderLab

Jun 8

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

#ai #llm #agents #langchain

6 min read

WonderLab

Jun 8

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

#ai #skills #opensource #claude

7 min read

WonderLab

Jun 7

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

#ai #agents #repository #enterprise

7 min read

WonderLab

Jun 7

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

WonderLab

Jun 7

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

#ai #agents #memory #llm

6 min read

WonderLab

Jun 6

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

#ai #agents #llm #langchain

6 min read

WonderLab

Jun 6

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

WonderLab

Jun 5

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

#ai #agents #security #llm

1

6 min read

WonderLab

Jun 5

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

WonderLab

Jun 4

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

#opensource #nlp #bpe #openai

7 min read

WonderLab

Jun 4

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

#ai #agents #llm #skills

6 min read

WonderLab

Jun 3

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

#agents #llm #opensource #multiagent

5 min read

WonderLab

Jun 3

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

WonderLab

Jun 2

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

#ai #agents #langchain #fastmcp

1

6 min read

WonderLab

Jun 2

Open Source Project of the Day (#83): Darwin Skill - A Karpathy-Inspired 'Ratchet' System for Infinite AI Skill Evolution

#ai #opensource #agents #claude

3 min read

WonderLab

Jun 1

Agent Series (9): Multi-Agent Architecture Design Patterns — Supervisor vs Pipeline

#ai #agents #multiagent #langchain

3

5 min read

WonderLab

Jun 1

Open Source Project of the Day (#82): SkillOpt - Training LLM Agent Skills Like Neural Networks

#opensource #ai #llm #agents

3 min read

WonderLab

May 31

Is Your Agent Skill Actually Good? Microsoft's Dual-Paper Deep Dive into Skill Evaluation and Self-Evolving Optimization

#ai #agents #skills #llm

1

14 min read

WonderLab

May 31

Open Source Project of the Day (#81): Recordly - Create Cinema-Grade Demo Videos Without Editing Skills

#opensource #socialmedia #tooling

3 min read

WonderLab

May 30

One Open Source Project per Day #80: FreeDomain - Digital Identity for Everyone

#opensource #dns #webdev

3 min read

WonderLab

May 29

One Open Source Project per Day #79: Twenty - Defining the Modern Open-Source CRM Alternative to Salesforce

#opensource #crm #typescript #react

3 min read

WonderLab

May 29

Agent Series (8): Context Engineering — Making Every Token Count

#ai #agents #langchain #contextengineer

7 min read

WonderLab

May 28

Agent Series (7): Knowledge Base Integration — The Right Way for Agents to Use RAG

#ai #agents #llm #rag

1

8 min read

WonderLab

May 28

One Open Source Project a Day (No. 78): stop-slop - A Skill File That Teaches AI to Eliminate Its Own Writing Tells

#opensource #ai #claude #promptengineering

4

6 min read

WonderLab

May 27

Agent Series (6): Memory Management — Teaching Your Agent to Remember What Matters

#ai #agents #langchain #memory

1

9 min read

WonderLab

May 27

One Open Source Project a Day (No. 77): notebooklm-py - Turning Google NotebookLM Into a Programmable API, With Claude Code Integration

#opensource #notebooklm #python #rag

7 min read

WonderLab

May 26

Agent Series (5): Intent Recognition and Routing — Making Agents Actually Understand Users

#agents #ai #langchain #llm

1

11 min read

WonderLab

May 26

One Open Source Project a Day (No. 76): Knowledge Work Plugins - Anthropic's Official Role-Specialist Plugin Library

#ai #opensource #claude #mcp

7 min read

WonderLab

May 25

Agent Series (4): Deep Dive into Tool Calling — The Agent's Hands and Eyes

#ai #langchain #agents #toolcall

9 min read

WonderLab

May 25

One Open Source Project a Day (No. 75): Understand Anything - The AI Engine That Turns Any Codebase Into an Explorable Knowledge Graph

#opensource #ai #claude #agents

6 min read

WonderLab

May 24

Agent Series (3): Plan-and-Solve — Think First, Then Act

#ai #agents #langchain #llm

10 min read

WonderLab

May 24

One Open Source Project per Day #74: ai-engineering-from-scratch - Build AI Full-stack Skills from Ground Up

#ai #opensource #llm #learning

2 min read

WonderLab

May 23

Agent Series (2): ReAct — The Most Important Agent Reasoning Paradigm

#agents #llm #langchain #ai

11 min read

WonderLab

May 23

Open Source Project (No.73): Sub2API - All-in-One Claude/OpenAI/Gemini Subscription-to-API Relay

#ai #opensource #apigateway #claude

4 min read

WonderLab

May 22

One Open Source Project a Day (No. 72): Andrej Karpathy Skills — Fix Four Chronic LLM Coding Problems With a Single CLAUDE.md

#opensource #ai #claude #karpathy

8 min read

WonderLab

May 22

Building Reliable AI Agents: Harness Engineering and Multi-Agent Architecture in Practice

#agents #harness #multiagent #claude

10 min read

WonderLab

May 21

RAG Series (24): Code RAG — Teaching AI to Understand Your Codebase

#ai #rag #llm

7 min read

WonderLab

May 21

Agent Series (1): What Is an Agent — It's Not Just an LLM That Can Call Tools

#agents #llm #ai #langchain

9 min read

WonderLab

May 21

One Open Source Project a Day (No. 71): CodeGraph — Pre-Index Your Codebase for AI Agents, Save 35% Cost and 70% Tool Calls

#opensource #claude #mcp #sqlite

9 min read

WonderLab

May 20

RAG Series (23): Multimodal RAG — Images and Tables Can Be Retrieved Too

#rag #multimodal #vision #llm

7 min read

WonderLab

May 20

One Open Source Project a Day (No. 70): Claude Plugins Official — A Complete Tour of Anthropic's Official Claude Code Plugin Ecosystem

#opensource #claude #mcp #agentskills

9 min read

WonderLab

May 19

RAG Series (22): Long Context vs RAG — Do We Even Need RAG?

#rag #llm #ai #opensource

6 min read

WonderLab

May 19

RAG Series (21): Performance Optimization — Faster and Cheaper

#ai #rag #llm #performance

7 min read

WonderLab

May 19

RAG Series (20): Enterprise RAG Architecture

#rag #ragas #ai #qdrant

6 min read

Writing Debut