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⚡ AI Lessons

Dev.to · WonderLab
🏗️ Systems Design & Architecture
⚡ AI Lesson
2d 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
🔐 Cybersecurity
⚡ AI Lesson
5d 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
🤖 AI Agents & Automation
⚡ AI Lesson
1w 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
1w 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
📐 ML Fundamentals
⚡ AI Lesson
2w 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
2w 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
2w 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
2w 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
3w 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
3w 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
1mo 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,...

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Agent Series (14): Agent Observability — Tracing Every Decision, Making the Black Box Transparent
The Agent Black Box You send a request to your Agent. Six seconds later, you get an...

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Open Source Project of the Day (#87): BaiLongma - Equipping LLMs with 'Proactive Consciousness' and Initiating the ACI Era for Agents
Introduction \"Most agents wait for instructions; BaiLongma thinks for itself.\" This...

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Agent Series (9): Multi-Agent Architecture Design Patterns — Supervisor vs Pipeline
When One Agent Isn't Enough The previous eight articles built single-agent systems: one...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Open Source Project of the Day (#82): SkillOpt - Training LLM Agent Skills Like Neural Networks
Introduction "Instead of constantly tweaking model weights, why not just teach the Agent...

Dev.to · WonderLab
⚡ AI Lesson
1mo ago
One Open Source Project per Day #79: Twenty - Defining the Modern Open-Source CRM Alternative to Salesforce
Introduction "CRM should not be a heavy, closed, and expensive black box." This is the...

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Agent Series (6): Memory Management — Teaching Your Agent to Remember What Matters
Memory: Turning an Agent from a "Tool" into an "Assistant" An Agent without memory starts...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
1mo ago
One Open Source Project a Day (No. 77): notebooklm-py - Turning Google NotebookLM Into a Programmable API, With Claude Code Integration
Introduction "AI needs to know where it learned something from." This is the 77th...

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Agent Series (5): Intent Recognition and Routing — Making Agents Actually Understand Users
Why Does an Agent Need Intent Recognition? The intuitive approach is to just hand user...

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Agent Series (4): Deep Dive into Tool Calling — The Agent's Hands and Eyes
Tools Are the Agent's Hands and Eyes The previous three articles covered the thinking...

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Agent Series (3): Plan-and-Solve — Think First, Then Act
Where Does ReAct Hit a Wall? The previous article established ReAct's greedy strategy —...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
1mo ago
One Open Source Project a Day (No. 72): Andrej Karpathy Skills — Fix Four Chronic LLM Coding Problems With a Single CLAUDE.md
Introduction "LLMs excel at looping until they meet specific goals — so provide success...

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Agent Series (1): What Is an Agent — It's Not Just an LLM That Can Call Tools
You Think You're Using an Agent. You're Not. In 2023, "AI Agent" became a buzzword...

Dev.to · WonderLab
🔍 RAG & Vector Search
⚡ AI Lesson
1mo ago
RAG Series (15): CRAG — Self-Correcting When Retrieval Falls Short
The Knowledge Base Boundary Problem Previous articles optimized retrieval quality — better...
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