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⚡ AI Lessons

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
1w 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 Agents & Automation
⚡ AI Lesson
1mo 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
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
MCP Series (03): Ecosystem Navigation — Official Servers and Community Picks
Officially Maintained Servers Anthropic maintains the following Servers with stable,...

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
🤖 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
🤖 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
2mo 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
2mo 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
2mo 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
2mo 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
2mo 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
3mo 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
🤖 AI Agents & Automation
⚡ AI Lesson
3mo 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
🤖 AI Agents & Automation
⚡ AI Lesson
3mo 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
3mo 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
3mo 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
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Agent Series (2): ReAct — The Most Important Agent Reasoning Paradigm
You Think Your Agent Is "Thinking." It's Actually Just Predicting Tokens. Here's a...

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
3mo 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
🤖 AI Agents & Automation
3mo ago
RAG Series (17): Agentic RAG — Giving the Agent Control Over Retrieval
The Silent Failure of Pipeline RAG Every article in this series has been trying to answer...

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Why Doesn't AI Actually Speed Things Up? The Organizational Bottleneck Nobody Talks About
Three Contradictory Signals When companies introduce AI tools, they often see three...

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
One Open Source Project a Day (No. 62): UI-TARS-Desktop - ByteDance's Open-Source Multimodal GUI Agent Stack
Introduction "See the screen, understand the task, take the action." This is the No.62...

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
One Open Source Project a Day (61): Hello-Agents — A Practical Guide to Building AI Native Agents from Scratch
In 2024, we were discussing how to write better Prompts. In 2025, the industry's focus has completely...

Dev.to · WonderLab
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
One Open Source Project a Day (No. 60): OpenHarness - Lightweight AI Agent Infrastructure Framework
Introduction "Agent infrastructure should be lightweight, composable, and...
DeepCamp AI