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📰 Dev.to · WonderLab

38 articles · Updated every 3 hours · View all reads

All Articles 173,163Blog Posts 163,816Tech Tutorials 46,199Research Papers 33,857News 21,839 ⚡ AI Lessons
Open Source Project of the Day (#105): hiring-agent — HackerRank Open-Sourced Their Resume Scoring System. How Does Your Resume Score?
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...
Open Source Project #100: OpenMemory — A Real Cognitive Memory Engine for AI Agents
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...
Agent Series (22): Context Engineering Deep Dive — Quantifying Three Context Management Strategies
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...
Agent Series (20): Harness in Production — From Single File to Reusable Package
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...
Agent Series (19): Harness Engineering — Complete 8-Layer Framework
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...
Agent Series (17): Harness Engineering — Putting a Safety Harness on an Autonomous Agent
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,...
Agent Series (14): Agent Observability — Tracing Every Decision, Making the Black Box Transparent
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...
Open Source Project of the Day (#87): BaiLongma - Equipping LLMs with 'Proactive Consciousness' and Initiating the ACI Era for Agents
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...
Agent Series (9): Multi-Agent Architecture Design Patterns — Supervisor vs Pipeline
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...
Agent Series (6): Memory Management — Teaching Your Agent to Remember What Matters
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...
Agent Series (5): Intent Recognition and Routing — Making Agents Actually Understand Users
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...
Agent Series (4): Deep Dive into Tool Calling — The Agent's Hands and Eyes
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...
Agent Series (3): Plan-and-Solve — Think First, Then Act
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 —...
Agent Series (2): ReAct — The Most Important Agent Reasoning Paradigm
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...
Agent Series (1): What Is an Agent — It's Not Just an LLM That Can Call Tools
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...
RAG Series (17): Agentic RAG — Giving the Agent Control Over Retrieval
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...
Why Doesn't AI Actually Speed Things Up? The Organizational Bottleneck Nobody Talks About
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...
One Open Source Project a Day (No. 62): UI-TARS-Desktop - ByteDance's Open-Source Multimodal GUI Agent Stack
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...
One Open Source Project a Day (61): Hello-Agents — A Practical Guide to Building AI Native Agents from Scratch
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...
One Open Source Project a Day (No. 60): OpenHarness - Lightweight AI Agent Infrastructure Framework
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...