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📰 Dev.to · WonderLab

27 articles · Updated every 3 hours · View all reads

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Agent Series (19): Harness Engineering — Complete 8-Layer Framework
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...
Agent Series (17): Harness Engineering — Putting a Safety Harness on an Autonomous Agent
Dev.to · WonderLab 🤖 AI Agents & Automation ⚡ AI Lesson 3w 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 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...
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 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...
Agent Series (9): Multi-Agent Architecture Design Patterns — Supervisor vs Pipeline
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...
Agent Series (6): Memory Management — Teaching Your Agent to Remember What Matters
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...
Agent Series (5): Intent Recognition and Routing — Making Agents Actually Understand Users
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...
Agent Series (4): Deep Dive into Tool Calling — The Agent's Hands and Eyes
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...
Agent Series (3): Plan-and-Solve — Think First, Then Act
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 —...
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 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...
Why Doesn't AI Actually Speed Things Up? The Organizational Bottleneck Nobody Talks About
Dev.to · WonderLab 🤖 AI Agents & Automation ⚡ AI Lesson 1mo 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 1mo 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 1mo 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.50): The TypeScript Wizard Pushed His .claude Directory to GitHub and Hit #1 Worldwide Overnight
Dev.to · WonderLab 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
One Open Source Project a Day (No.50): The TypeScript Wizard Pushed His .claude Directory to GitHub and Hit #1 Worldwide Overnight
Introduction "My agent skills that I use every day to do real engineering — not vibe...
SubAgent Architecture Deep Dive: How AI Systems Achieve Specialization Through Delegation
Dev.to · WonderLab 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
SubAgent Architecture Deep Dive: How AI Systems Achieve Specialization Through Delegation
Context Explosion: The Problem You'll Eventually Hit Ask an Agent to do something complex...
Android Development Is About to Change Forever: Google Rebuilds the Toolchain for Agents — 70% Fewer Tokens, 3x Faster
Dev.to · WonderLab 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Android Development Is About to Change Forever: Google Rebuilds the Toolchain for Agents — 70% Fewer Tokens, 3x Faster
More Than "Another AI in the IDE" If Google had just added another Copilot-style assistant...
One Open Source Project a Day (No.33): DeerFlow - ByteDance's SuperAgent Execution Engine
Dev.to · WonderLab 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
One Open Source Project a Day (No.33): DeerFlow - ByteDance's SuperAgent Execution Engine
Introduction "LLMs shouldn't just talk about actions — they should actually execute...
5 Agent Skill Design Patterns from Google: Cut Token Waste, Trigger the Right Behavior
Dev.to · WonderLab 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
5 Agent Skill Design Patterns from Google: Cut Token Waste, Trigger the Right Behavior
This article is distilled from Lavi Nigam (Google ADK Agent Engineering expert) on Agent Skill...
Insights from GDPS 2026: Enterprise Agents, AI Native, and One-Person Companies
Dev.to · WonderLab 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
Insights from GDPS 2026: Enterprise Agents, AI Native, and One-Person Companies
Insights from GDPS 2026 One strong impression I took away from GDPS this year was that...
Open Source Project of the Day (Part 26): ZeroClaw - Full-Rust Autonomous AI Assistant Infrastructure, and Its Relationship to OpenClaw
Dev.to · WonderLab 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
Open Source Project of the Day (Part 26): ZeroClaw - Full-Rust Autonomous AI Assistant Infrastructure, and Its Relationship to OpenClaw
Introduction "Same vision of 'multi-model + multi-channel + memory + tools,' rewritten in...