Core AI

AI Agents & Automation

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

11,885
lessons
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
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Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP Servers Are TCP/IP for AI Agents. Here’s the Infrastructure Layer That Makes Them Usable.
There is a moment in every technology cycle when the protocol standardises and the infrastructure race begins. Continue reading on Medium »
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Built an AI C2 Framework That Plans Attacks Like a Chess Engine.
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Built an AI C2 Framework That Plans Attacks Like a Chess Engine.
3 AM. I’m watching an AI agent plan its next move against a lab network. Continue reading on Medium »
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Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why Microsoft's Trust Score Validates the Gap It Can't Fill
Microsoft shipped something real. The Agent Governance Toolkit — MIT license, 952 GitHub stars in ten days, 13 packages — is not a whitepaper or a product annou
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Architecting for Intelligence
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Architecting for Intelligence
3 paradigm shifts that will define your competitive advantage. Continue reading on Medium »
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Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Build an Autonomous Pokemon Card Trading Agent with AI Grading & Monte Carlo Pricing
Give your AI agent real-time market intelligence across 187K+ trading card products. Search, price, and grade cards -- all from Python. If you're building an AI
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Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Stop Writing JSON Schemas by Hand: A Better Way to Build Claude Agent Tools
Stop Writing JSON Schemas by Hand: A Better Way to Build Claude Agent Tools If you’ve been building AI Agents or working with Anthropic's Claude to implement Fu
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Stanford Built An AI That Watches You Sleep And Predicts Over 100 Diseases.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Stanford Built An AI That Watches You Sleep And Predicts Over 100 Diseases.
One night. One scan. Over a hundred conditions predicted — from cancer to heart disease to mental illness — years before symptoms appear… Continue reading on Me
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Why structuring capabilities in modern agents improves modularity, but shifts work into the…
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why structuring capabilities in modern agents improves modularity, but shifts work into the…
Skills are becoming a standard abstraction in modern agent systems. Continue reading on Medium »
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Claude Code /ultraplan Explained: Multi-Agent Planning, the Source Code Leak, and the Mythos…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Claude Code /ultraplan Explained: Multi-Agent Planning, the Source Code Leak, and the Mythos…
Claude Code /ultraplan splits planning from execution using parallel AI agents. Here's how it works and how to start using it. Continue reading on Medium »
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Claude Code /ultraplan Explained: Multi-Agent Planning, the Source Code Leak, and the Mythos…
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Claude Code /ultraplan Explained: Multi-Agent Planning, the Source Code Leak, and the Mythos…
Claude Code /ultraplan splits planning from execution using parallel AI agents. Here's how it works and how to start using it. Continue reading on Medium »
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Claude Code /ultraplan Explained: Multi-Agent Planning, the Source Code Leak, and the Mythos…
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Claude Code /ultraplan Explained: Multi-Agent Planning, the Source Code Leak, and the Mythos…
Claude Code /ultraplan splits planning from execution using parallel AI agents. Here's how it works and how to start using it. Continue reading on Medium »
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Learning about multi-agent architectures and Claude Code — Part 3
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Learning about multi-agent architectures and Claude Code — Part 3
This is part of a small series where I’m working through developing a group activity management app. Continue reading on Medium »
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Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Built a Crypto Token With an AI to Solve Food Security. Here’s What Happened.
How a conversation with Claude turned into a real company, a real product, and a real token on Solana — in weeks, not years. Continue reading on Medium »
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Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Competitive Intelligence Ai Agent
<img src="https://media2.dev.to/dynamic/image/width=800%2Ch
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Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP PostgreSQL Connector: The USB-C Standard AI Needs in 2026
The Gap: AI Agents Can't Talk to Databases Current state: AI agents are islands of capability, disconnected from the organizational data that makes them powerfu
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Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Serverless Memory DBs for AI Agents in 2025
Most AI agents forget everything the moment a session ends. That is not a data problem — it is an architecture problem, and the developer community is finally b
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Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
We don’t need better logs. We need evidence.
Every AI system says it supports “audit logging”. But logs are: not portable not verifiable not usable outside the system That’s the real gap. So instead of bui
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Beyond the Hype: What "Living with AI" Actually Looks Like in 2026
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Beyond the Hype: What "Living with AI" Actually Looks Like in 2026
We spent years talking about the AI revolution. Now that it’s here, it looks less like a sci-fi movie and more like a silent upgrade to… Continue reading on Med
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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 »
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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 »
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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 »
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Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Architecting the AI Ecosystem: How Autonomous Agents are Redefining Customer Experience
Continue reading on Medium »
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Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Architecting the AI Ecosystem: How Autonomous Agents are Redefining Customer Experience
Continue reading on Medium »
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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 »
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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 »
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“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 »
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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 »
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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,
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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
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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
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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
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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
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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 »
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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
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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
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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 »
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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 »
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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
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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
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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
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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
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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 »
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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 »
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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
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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
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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
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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 »
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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 »
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