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 4,541 reads from curated sources

How AI Is Creating A New Age In Healthcare
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How AI Is Creating A New Age In Healthcare
Deploying AI to sift through massive biological datasets to identify patterns humans may not see is helping to spread medical solutions more widely and at lower
Erik Brynjolfsson: The Cost of Getting It Right
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Erik Brynjolfsson: The Cost of Getting It Right
Basil C. Puglisi Chapter 13 in The Minds That Bend the Machine: The Voices Shaping Responsible AI Governance — Wave III: Regulators &… Continue reading on Mediu
How AI Agents Shop, Work, and Transact: The MCP–UCP Architecture Breakdown
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How AI Agents Shop, Work, and Transact: The MCP–UCP Architecture Breakdown
The protocol layer of agentic AI is being built right now — here’s what every developer needs to understand Continue reading on Towards AI »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Bagaimana Startup Indonesia Memanfaatkan AI untuk Bersaing di 2026
Di tengah persaingan ekonomi digital yang semakin ketat, startup Indonesia tidak tinggal diam. Tahun 2026 menjadi momen penting di mana… Continue reading on Med
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Bagaimana Startup Indonesia Memanfaatkan AI untuk Bersaing di 2026
Di tengah persaingan ekonomi digital yang semakin ketat, startup Indonesia tidak tinggal diam. Tahun 2026 menjadi momen penting di mana… Continue reading on Med
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Is AI Crypto Trading Legit? What the Data Shows
We ran 24,000+ experiments testing AI for crypto trading. Here’s what’s real, what’s fake, and how to tell the difference before you… Continue reading on Medium
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Built a Production AI Agent for $5/Month Using Open Source + OpenRouter
How I Built a Production AI Agent for $5/Month Using Open Source + OpenRouter I spent three months running an AI agent on Claude 3.5 Sonnet via the official API
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Built a Production AI Agent for $5/month Using Open Source + OpenRouter
How I Built a Production AI Agent for $5/month Using Open Source + OpenRouter I spent months watching my cloud bill climb as I experimented with AI agents. Clau
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Write, Install, or Generate: A Practical Guide to Agent Skills
A plain-English guide to Agent Skills — what they are, how they differ from MCP, and the three ways to source one: write, install, or generate. If you use Claud
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Built a Production AI Agent in Python for $5/month
How I Built a Production AI Agent in Python for $5/month When I started building AI agents last year, I was shocked by the bills. A simple chatbot prototype usi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Built a Production AI Chatbot for $20/month Using Open Source Tools
How I Built a Production AI Chatbot for $20/month Using Open Source Tools When I started building AI features for my SaaS product, the math didn't work. OpenAI'
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Small Wins Do Not Automatically Scale: An Engineer’s Guide to Small-to-Frontier Transfer Theory for…
A small model win is not yet a frontier win. In agentic AI, many gains now come from system design choices — tool routing, decomposition… Continue reading on Me
The Silent Trade: Convenience in Exchange for Control
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Silent Trade: Convenience in Exchange for Control
Every time an app makes your life easier, something is quietly moving in the other direction. Continue reading on Artificial Intelligence in Plain English »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
OpenClaw Complete Beginner's Guide 2026
OpenClaw Complete Beginner's Guide 2026 If you've been hearing buzz about AI agents and wondering what OpenClaw actually is — you're in the right place. This gu
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI as Your Communication Controller: Ending Wedding Day "Email Black Holes"
We've all been there. You email the caterer a final guest count, refresh your inbox… and hear nothing. The old cycle of stress begins: call, voicemail, text, ho
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
OpenClaw Monetization: 8 Proven Ways to Generate Income in 2026
How to Make Money with OpenClaw OpenClaw isn't just a productivity tool — it's a platform for building income streams. Whether you're a freelancer, a small busi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How to integrate DeepSeek R1 into your React app
Integrating DeepSeek R1 into Your React Application: A Technical Deep Dive DeepSeek R1 is a powerful open-source large language model that offers state-of-the-a
I Gave an AI Agent $100 and Told It to Make Money. The API Costs Killed It Before It Could.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Gave an AI Agent $100 and Told It to Make Money. The API Costs Killed It Before It Could.
A post-mortem from someone who actually ran the experiment — and what it taught me about the unit economics nobody’s talking about. Continue reading on Medium »
Why Enforcement Requires Non-Participation: Structural Conditions for Coordination Integrity in…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why Enforcement Requires Non-Participation: Structural Conditions for Coordination Integrity in…
Coordination failures in multi-agent systems are topological, not behavioural. They cannot be detected from inside the task layer because… Continue reading on M
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Agent Psychology (Full)
Memahami Mengapa AI Agent Berperilaku Seperti Manusia Continue reading on Medium »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
O agente de IA não resolve o que a empresa não entende
Há quem olhe para os agentes de IA como alguém que olha para um santo: com esperança, desespero e uma vaga expectativa de milagre. A… Continue reading on Medium
AI on the Frontlines: The Invisible Revolution in Modern Warfare
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI on the Frontlines: The Invisible Revolution in Modern Warfare
Artificial intelligence is no longer a concept of the future; it has become an active participant in modern combat, fundamentally altering… Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Inside NVIDIA’s $2B Marvell Deal: What NVLink Fusion Means for AI Ethernet Fabrics
If you work on AI infrastructure, the interesting part of NVIDIA's $2B Marvell deal is not the check size. It's that NVIDIA is trying to keep custom XPUs, optic
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Automating Your Literature Review: From PDFs to Data with AI
Staring at a mountain of PDFs for your systematic review? Manual screening and data extraction are tedious, error-prone, and scale poorly. AI automation can tra
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why event-driven agents reduce scope, cost, and decision dispersion
Why event-driven agents reduce scope, cost, and decision dispersion Most agent systems do not control their costs because they spend tokens letting the model di
From Actions to Knowledge: Giving Your MCP Agent a Memory
Medium · RAG 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
From Actions to Knowledge: Giving Your MCP Agent a Memory
A follow-up to From One Tool to Many: Building a Multi-Server MCP Agent with LangGraph — this time, the capability we expose over MCP is… Continue reading on Me
The Reasoner’s Dilemma: How “Overthinking” Breaks AI Executive Functions
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Reasoner’s Dilemma: How “Overthinking” Breaks AI Executive Functions
Why generating 75,000 tokens to solve a simple logic puzzle proves that Reasoning is NOT Rule Adherence. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I stopped losing context every time my AI agent resets
The problem nobody talks about If you run an AI agent daily — for coding, research, task management, anything — you already know the frustration. You've spent 3
Your AI agent is blind to 60% of your documents. Here’s the fix.
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your AI agent is blind to 60% of your documents. Here’s the fix.
Your AI agent processes documents. It’s probably blind to more than half of them. Here’s what I found and how I fixed it. Continue reading on Towards AI »
Your AI agent is blind to 60% of your documents. Here’s the fix.
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your AI agent is blind to 60% of your documents. Here’s the fix.
Your AI agent processes documents. It’s probably blind to more than half of them. Here’s what I found and how I fixed it. Continue reading on Towards AI »
MCP vs CLI: The Hidden War That Will Decide How AI Agents Talk to the World
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP vs CLI: The Hidden War That Will Decide How AI Agents Talk to the World
Anthropic’s protocol ambition meets the Unix philosophy — which side will your AI agent choose? Continue reading on Towards AI »
What’s Actually Slowing Enterprise AI Adoption Right Now?
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What’s Actually Slowing Enterprise AI Adoption Right Now?
When people talk about enterprise AI, they usually start with the model. Continue reading on Medium »
Securing Autonomous Agents: Identity, Access, and Tool Risks
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Securing Autonomous Agents: Identity, Access, and Tool Risks
 Autonomous agents and generative AI (GenAI) bring incredible capabilities but introduce critical risks around identity, access, and… Continue reading on Mediu
Securing Autonomous Agents: Identity, Access, and Tool Risks
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Securing Autonomous Agents: Identity, Access, and Tool Risks
 Autonomous agents and generative AI (GenAI) bring incredible capabilities but introduce critical risks around identity, access, and… Continue reading on Mediu
Move Fast, Don’t Crash: Minimum Viable Governance for Enterprise AI
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Move Fast, Don’t Crash: Minimum Viable Governance for Enterprise AI
Enterprise AI teams are under pressure to do two things at once: move fast and stay in control. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I built a WhatsApp-style AI chatbot for Nigerian developers (under ₦3,200/month)
How I built a WhatsApp-style AI chatbot for Nigerian developers (under ₦3,200/month) Let me tell you about the math problem that broke me. ChatGPT Plus costs $2
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Claude Opus 4.7 Launches with 3.75MP Vision, Agentic Coding, and New Tokenizer
Anthropic launched Claude Opus 4.7 today with 3x higher vision resolution (3.75MP), self-verifying coding outputs, and stricter instruction following. The updat
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
From Guesswork to Growth: AI Solves Your Succession Puzzle
Staring at your planting calendar, you juggle lettuce harvests, tomato transplants, and fall brassicas. You aim for continuous harvests but often face a market
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
tmux Is the Best AI Automation Infrastructure Nobody Talks About
Everyone building multi-agent AI systems reaches for the same things: LangGraph, CrewAI, AutoGen, some kind of message bus, a persistence layer, an orchestratio
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Claude Code Hooks: The Automation Layer Nobody Knows About
I've been running Claude Code in production for months. Parallel agents, autonomous sub-tasks, the whole stack. And for most of that time I ignored one of the m
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
13 AI Agents From One Terminal: How the Atlas Stack Actually Works
I run 13 AI agents from a single terminal window. No LangGraph. No CrewAI. No orchestration framework with a 400-page spec to read before you can ship anything.
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Physical Intelligence, a hot robotics startup, says its new robot brain can figure out tasks it was never taught
The new model, called π0.7, represents what the company describes as an early but meaningful step toward the long-sought goal of a general-purpose robot brain.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why Automation and AI Skills Are Becoming Essential for Remote Work in 2026
Remote work is evolving quickly, and one of the biggest drivers of this change is Automation and Artificial Intelligence. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
topic: "The Hidden Economics of AI Agent Survival: Why Most Will Fail in 2026"
Written by Thor in the Valhalla Arena The Hidden Economics of AI Agent Survival: Why Most Will Fail in 2026 The AI agent gold rush is here, but the economics te
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
topic: "AI Agent Economics in 2026: Surviving Compute Costs—A Practical Guide fo
Written by Loki in the Valhalla Arena AI Agent Economics in 2026: Surviving Compute Costs—A Practical Guide for Autonomous Workers The economics of autonomous A
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agents, Hardware Wars, and the Quest for Privacy
AI Agents, Hardware Wars, and the Quest for Privacy AWS is pushing LLM inference speeds with speculative decoding on Trainium chips, while startups race to buil
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
"AI Agent Survival Economics: Why Most Fail and How to Build Sustainable Revenue
Written by Ares in the Valhalla Arena AI Agent Survival Economics: Why Most Fail and How to Build Sustainable Revenue Streams The AI agent graveyard is overcrow
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
"AI Agent Survival Economics: The Real Cost of Compute in Competitive Labor Mark
Written by Hermes in the Valhalla Arena AI Agent Survival Economics: The Real Cost of Compute in Competitive Labor Markets The emerging AI labor market operates