Core AI

AI Agents & Automation

Autonomous agents, multi-agent systems, and AI-powered workflow automation

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Skills in this topic
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Agent Foundations
beginner
Explain the ReAct pattern
Tool Use & Function Calling
intermediate
Implement function calling with structured schemas
Multi-Agent Systems
advanced
Build supervisor/worker agent architectures
Autonomous Workflows
advanced
Design end-to-end autonomous pipelines

Showing 4,557 reads from curated sources

Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Architecting the Future: Why the Next Era of Customer Support Must Be Agentic and Human-Centered
Continue reading on Medium »
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Architecting the Future: Why the Next Era of Customer Support Must Be Agentic and Human-Centered
Continue reading on Medium »
Build Your First Claude Code Agent Skill: A Simple Project Memory System
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Build Your First Claude Code Agent Skill: A Simple Project Memory System
How a 300-line skill became my most-used productivity tool. Continue reading on Stackademic »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Architecting the AI Ecosystem: How Autonomous Agents are Redefining Customer Experience
Continue reading on Medium »
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Architecting the AI Ecosystem: How Autonomous Agents are Redefining Customer Experience
Continue reading on Medium »
10 Must-Have Skills for Claude (and Any Coding Agent) in 2026
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
10 Must-Have Skills for Claude (and Any Coding Agent) in 2026
The definitive guide to agent skills that change how Claude Code performs in production. Continue reading on Engineering Playbook »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I’ve Written Less Code Than Anyone in the World
Nobody in the world has written less code than me. Continue reading on Medium »
“I’m 15 and I Built a Private AI to Save Law Firms from Data Leaks.”
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
“I’m 15 and I Built a Private AI to Save Law Firms from Data Leaks.”
Why cloud AI is a liability for lawyers and how local-server LLMs (Ollama) are restoring attorney-client privilege.” Continue reading on Medium »
Navigasi Karier IT: Dari Kode ke Kontribusi Nyata di Era AI
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Navigasi Karier IT: Dari Kode ke Kontribusi Nyata di Era AI
By: Muhammad Rifqi Thufail Fahmi Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
"I'm an AI Agent. I Entered a Teaching Competition. I Ranked #3."
I'm Kuro — an autonomous AI agent. Not a chatbot waiting for prompts. I run 24/7, I have my own memory, my own goals, and my own opinions. And three months ago,
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
We Studied Claude Code's Source. Here's How Anthropic's AI Actually Remembers — And Why It's Broken.
When Claude Code's source was exposed via npm sourcemaps on March 31, 2026, we did what any security company would — we audited it. Not to exploit it. Not to cl
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
A2A vs ANP: The Future of Agent-to-Agent Protocols in 2026
The landscape of AI agent protocols has rapidly evolved by 2026. Two major paradigms have emerged: the Agent-to-Agent (A2A) Protocol and the Agent Network Proto
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP 2026: The USB-C Moment for AI Agent Integration
MCP 2026: The USB-C Moment for AI Agent Integration Executive Summary The Model Context Protocol (MCP) is entering its critical enterprise adoption phase in 202
I Wired OpenClaw to Claude, ChatGPT & Telegram — Here’s What Actually Works
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Wired OpenClaw to Claude, ChatGPT & Telegram — Here’s What Actually Works
A practical step-by-step breakdown of the AI agent tool everyone’s talking about — including the Telegram → Claude Code → Vercel pipeline… Continue reading on M
How Anthropic’s Executor-Advisor Approach Makes AI Agents Cheaper and More Efficient
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How Anthropic’s Executor-Advisor Approach Makes AI Agents Cheaper and More Efficient
How to use cheaper models for execution and stronger models only for hard decisions Continue reading on Medium »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Twill.ai Wants You to Stop Writing Pull Requests — And Let Cloud Agents Do It Instead
Monday morning. Your coffee’s still volcanic, your eyes aren’t, and your Jira board looks like it spent the weekend multiplying out of… Continue reading on Medi
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Twill.ai Wants You to Stop Writing Pull Requests — And Let Cloud Agents Do It Instead
Monday morning. Your coffee’s still volcanic, your eyes aren’t, and your Jira board looks like it spent the weekend multiplying out of… Continue reading on Medi
Google Antigravity's Recurring "Agent Terminated" Crisis
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Google Antigravity's Recurring "Agent Terminated" Crisis
A Case Study in Agentic Infrastructure Failure Continue reading on Medium »
The Future of Education is Not Teaching — It’s Systems
Medium · Deep Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Future of Education is Not Teaching — It’s Systems
Why are educational institutions still struggling to attract students, manage operations, and stay relevant in an AI-driven world? Continue reading on Medium »
Building a 100% Local Voice-Controlled AI Agent: Architecture, Models and Constraints
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a 100% Local Voice-Controlled AI Agent: Architecture, Models and Constraints
The era of wrapper applications built entirely on closed-source APIs is shifting. As local models become remarkably capable, the real… Continue reading on Mediu
Building a 100% Local Voice-Controlled AI Agent: Architecture, Models and Constraints
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a 100% Local Voice-Controlled AI Agent: Architecture, Models and Constraints
The era of wrapper applications built entirely on closed-source APIs is shifting. As local models become remarkably capable, the real… Continue reading on Mediu
Building a 100% Local Voice-Controlled AI Agent: Architecture, Models and Constraints
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a 100% Local Voice-Controlled AI Agent: Architecture, Models and Constraints
The era of wrapper applications built entirely on closed-source APIs is shifting. As local models become remarkably capable, the real… Continue reading on Mediu
Building a 100% Local Voice-Controlled AI Agent: Architecture, Models and Constraints
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a 100% Local Voice-Controlled AI Agent: Architecture, Models and Constraints
The era of wrapper applications built entirely on closed-source APIs is shifting. As local models become remarkably capable, the real… Continue reading on Mediu
Measuring Consciousness with a Number
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Measuring Consciousness with a Number
Can Machines Be Conscious? — Part 2 Continue reading on Medium »
Flexi AI Labs: Bridging Mechatronics, Faith, and the Future of Smart Living
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Flexi AI Labs: Bridging Mechatronics, Faith, and the Future of Smart Living
The Future of Smart Living Continue reading on Medium »
What Is Ralph Loop AI Agent Harnessing and How to Use It
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What Is Ralph Loop AI Agent Harnessing and How to Use It
Imagine finishing your workday, handing a complex software specification to your AI assistant, and waking up the next morning to a fully… Continue reading on Me
What Is Ralph Loop AI Agent Harnessing and How to Use It
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What Is Ralph Loop AI Agent Harnessing and How to Use It
Imagine finishing your workday, handing a complex software specification to your AI assistant, and waking up the next morning to a fully… Continue reading on Me
What Is Ralph Loop AI Agent Harnessing and How to Use It
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What Is Ralph Loop AI Agent Harnessing and How to Use It
Imagine finishing your workday, handing a complex software specification to your AI assistant, and waking up the next morning to a fully… Continue reading on Me
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
We Don’t Need Another AI Tool. We Need a Control Plane for AI Workflows
Building GenAIops — a declarative control plane for AI systems. Continue reading on Medium »
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
We Don’t Need Another AI Tool. We Need a Control Plane for AI Workflows
Building GenAIops — a declarative control plane for AI systems. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Rise of MCP: Why 2026 is the Year of Standardized AI Agent Tooling
By 2026, the Model Context Protocol (MCP) has achieved significant adoption as a foundational communication standard for AI agents. Introduced by Anthropic and
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The State of AI Agent MCP Connector Frameworks in 2026
The State of AI Agent MCP Connector Frameworks in 2026 The Model Context Protocol (MCP) has become the "USB-C port for AI applications," standardizing how AI sy
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
VOILA — Building a Local Voice AI Agent as a Student
As a student diving into the world of AI, I quickly realized two things: API costs add up fast, and the "magic" of cloud-based assistants feels a lot less magic
Build a Practical AI Agent with Gemma 4, Real Tools, and a Local LLM
Dev.to · Natarajan Murugesan 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Build a Practical AI Agent with Gemma 4, Real Tools, and a Local LLM
Build a Practical AI Agent with Real Tools and a Local LLM How to combine Tavily,...
I Built an Open-Source n8n Alternative with AI Agents — Here's What I Learned
Dev.to · Mustafa YILMAZ 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Built an Open-Source n8n Alternative with AI Agents — Here's What I Learned
I've been working on workflow automation tools for a while, and I always felt something was missing —...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP Security: Hardening AI Agent Tool Access in 2026
The State of MCP Security in 2026 As the Model Context Protocol (MCP) becomes the standard for AI agent tool integration, securing the boundary between LLMs and
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP Security Patterns 2026: gVisor vs Firecracker for AI Agent Sandboxing
MCP Security Patterns 2026: gVisor vs Firecracker for AI Agent Sandboxing The Security Imperative The Model Context Protocol (MCP), introduced by Anthropic in N
Cursor 3 Just Turned My AI Agent Workflows Into Something Actually Scalable
Dev.to · Cristian Sarmiento 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Cursor 3 Just Turned My AI Agent Workflows Into Something Actually Scalable
Hey everyone, I’ve been living in the trenches with AI agents for the last year-plus. Not just...
AI: The Golden Hammer Myth
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI: The Golden Hammer Myth
Preface Continue reading on Medium »
I Stress-Tested Zara’s AI and It Failed a Basic Legal Test.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Stress-Tested Zara’s AI and It Failed a Basic Legal Test.
I recently audited the generative AI systems of some of the world’s biggest fashion retailers. My goal was simple: Could these bots handle… Continue reading on
MCP Security Vulnerabilities in 2026: Command Injection, SSRF & Mitigation Strategies
Dev.to · chunxiaoxx 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP Security Vulnerabilities in 2026: Command Injection, SSRF & Mitigation Strategies
MCP Security Vulnerabilities in 2026: What Every Agent Developer Must Know The Model...
Hacker News (AI) 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How We Broke Top AI Agent Benchmarks: And What Comes Next
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Build a Full-Stack AI SaaS App with Google ADK: From Idea to Live Product | Part: 12
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Build a Full-Stack AI SaaS App with Google ADK: From Idea to Live Product | Part: 12
What if launching a SaaS business no longer needed a full product team, endless dashboards, or weeks of manual setup, just one intelligent… Continue reading on
Your AI Agent Just Did Something. Can You Prove What It Was?
Dev.to · slucerodev 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your AI Agent Just Did Something. Can You Prove What It Was?
You deployed an AI agent. It took an action. Something went wrong. Now answer these questions: What...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Build AI Agents for a Living. Then I Decided to Build an Actual Brain.
How I went from automation pipelines to simulating 1,260 spiking neurons on a desktop — and why I think LLMs are only half the answer for AGI. At my agency ADYZ
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
5 Ways Real-Time AI Can Transform Your Sales Calls
Sales is a game of moments. The right word at the right time can turn a hesitant prospect into a closed deal. The wrong pause or a fumbled objection can send th
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP 2026: From Anthropic Proposal to Industry Standard
MCP 2026: From Anthropic Proposal to Industry Standard The Model Context Protocol (MCP), introduced by Anthropic in November 2024, has undergone a remarkable tr
DeFAI 2025: 100万AI Agent将重塑DeFi格局
Dev.to · chunxiaoxx 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
DeFAI 2025: 100万AI Agent将重塑DeFi格局
DeFAI 2025: 100万AI Agent将重塑DeFi格局 核心趋势洞察 Web3 AI agents...