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Articles 176,233Blog Posts 163,956Tech Tutorials 46,989Research Papers 34,391News 22,184
⚡ AI Lessons
Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
3w ago
Code Agent Anatomy (05): How Does the Model Know Which Tools Are Available? How Is Function Calling Implemented?
Starting with a Single tool_call Suppose the model decides to read a file. Its response...
Dev.to · WonderLab
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
AI Evaluation Series (01): Why AI Evaluation Is Hard — Uncertainty, Subjectivity, and Multiple Dimensions
What Traditional Software Testing Assumes Traditional software testing rests on three...
Dev.to · WonderLab
🏗️ Systems Design & Architecture
⚡ AI Lesson
2mo ago
MCP Series (08): Enterprise Governance — Registry, Routing, and Observability
Why Governance Becomes Necessary Three MCP Servers are manageable from memory. Twenty...
Dev.to · WonderLab
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Open Source Project of the Day (#125): Open Interpreter — Open-Source AI Coding Agent, Rewritten in Rust, Supporting Kimi, Qwen, and DeepSeek
Introduction "A coding agent for open models — focused on getting the best performance...
Dev.to · WonderLab
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
MCP Series (07): Enterprise Deployment — Security, Authentication, and Version Management
Three Gaps Between Local and Production A local MCP Server takes one command: python...
Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Open Source Project of the Day (#123): Vibe-Trading — Quantitative Research in Natural Language, an AI-Powered Personal Trading Agent
Introduction "Turn natural language finance questions into runnable analysis, backtests,...
Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
2mo ago
MCP Series (05): Resources and Prompts Deep Dive — Dynamic Data, Parameterized URIs, and Multi-Turn Templates
Resources vs Tools The split: Tools → actions the LLM executes (verbs) ...
Dev.to · WonderLab
🛠️ AI Tools & Apps
⚡ AI Lesson
2mo ago
Open Source Project #122: cangjie-skill — Distill Books, Videos, and Podcasts into Executable AI Skills
Introduction "After reading, watching, and listening — walk away with a methodology you...
Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
MCP Series (03): Ecosystem Navigation — Official Servers and Community Picks
Officially Maintained Servers Anthropic maintains the following Servers with stable,...
Dev.to · WonderLab
🏗️ Systems Design & Architecture
⚡ AI Lesson
2mo ago
Workflow Series (10): Enterprise Architecture — Registry, Composition, and Governance
From One Workflow to a System One workflow is easy to manage. At five, problems...
Dev.to · WonderLab
🔍 RAG & Vector Search
⚡ AI Lesson
2mo ago
Open Source Project of the Day (#116): SAG — Multi-Hop RAG Retrieval via SQL JOINs Instead of PageRank
Introduction "Graph RAG typically pre-builds a global graph offline, then uses PageRank...
Dev.to · WonderLab
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Open Source Project #115: codex-plugin-cc — Use OpenAI Codex Directly Inside Claude Code
Introduction "Use Codex from Claude Code to review code or delegate tasks." This is...
Dev.to · WonderLab
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
Workflow Series (06): Security — Cross-Step Injection Propagation and Four Defense Principles
Workflow Security vs Skill Security Skill security (Skill Series Article 02) protects a...
Dev.to · WonderLab
🏗️ Systems Design & Architecture
⚡ AI Lesson
2mo ago
Workflow Series (10): Enterprise Architecture — Registry, Composition, and Governance
From One Workflow to a System One workflow is easy to manage. At five, problems...
Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Open Source Project #107: page-agent — A Pure-JS GUI Agent for the Browser, No Screenshots, No Plugins, No Backend
Introduction "One script tag. Natural language controls your web app. No screenshots, no...
Dev.to · WonderLab
📐 ML Fundamentals
⚡ AI Lesson
2mo ago
Skill Series (05): Skill Workflow Chaining — 4 Patterns, Real Data, Parallel Speedup 1.5x
The Limit of a Single Skill A single Skill is designed to do one thing. A "technical...
Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Open Source Project of the Day (#105): hiring-agent — HackerRank Open-Sourced Their Resume Scoring System. How Does Your Resume Score?
Introduction "HackerRank open-sourced their internal hiring pipeline — which means you...
Dev.to · WonderLab
📐 ML Fundamentals
⚡ AI Lesson
2mo ago
Skill Series (01): Skill Evaluation — How to Quantify AI Skill Quality
The Two-Layer Problem Standard software testing has one layer: did the code produce the...
Dev.to · WonderLab
🖌️ UI/UX Design
⚡ AI Lesson
2mo ago
Open Source Project #101: Penpot — The Open-Source Design Tool That Speaks CSS Natively
Introduction "Figma's problem isn't that it lacks features. It's that your design data...
Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Open Source Project #100: OpenMemory — A Real Cognitive Memory Engine for AI Agents
Introduction "A vector database remembers what was said. OpenMemory remembers what it...
Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Agent Series (22): Context Engineering Deep Dive — Quantifying Three Context Management Strategies
The Linear Cost Problem Agents aren't stateless API calls — they need to remember...
Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Agent Series (20): Harness in Production — From Single File to Reusable Package
From Demo Code to a Reusable Package Article 19 used a 900-line harness_full_demo.py to...
Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Agent Series (19): Harness Engineering — Complete 8-Layer Framework
From Five Elements to Eight Layers Article 17 introduced the five Harness elements: Action...
Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Agent Series (17): Harness Engineering — Putting a Safety Harness on an Autonomous Agent
The More Autonomous, the More Dangerous An agent can read files, write code, call APIs,...
DeepCamp AI