Core AI

AI Agents & Automation

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

10,671
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

Showing 3,724 reads from curated sources

Understanding Real-Time Customer Intent: The New Frontier for Retail AI Chatbots
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1h ago
Understanding Real-Time Customer Intent: The New Frontier for Retail AI Chatbots
In the fast-paced world of modern retail, the gap between a “window shopper” and a loyal customer is often measured in seconds. As digital… Continue reading on
Artificial Intelligence Is Not Replacing Humans - It’s Replacing Certain Behaviors
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1h ago
Artificial Intelligence Is Not Replacing Humans - It’s Replacing Certain Behaviors
There’s a version of the AI conversation that never gets old, mostly because it never gets accurate. The one where machines are coming for… Continue reading on
How I cut my LangChain agent's token costs by 93% with one import
Dev.to · Mahika jadhav 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
How I cut my LangChain agent's token costs by 93% with one import
My agent was generating the same weekly security report for the same three clients every Monday. Same...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
5 Passive Income Streams Your AI Agent Can Run While You Sleep
Tired of trading time for money? Let an AI agent do the heavy lifting. Here are five passive income streams you can automate today. Affiliate Marketing Content
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
Citi Sky Platform Signals AI-Driven Transformation in Wealth Management Advisory
The wealth management industry stands at the precipice of a fundamental shift as artificial intelligence begins to dismantle decades-old advisory models built o
Building a Multi-Turn Chatbot with the Claude API in React
Dev.to · Goodluck Kalu-Nsi 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
Building a Multi-Turn Chatbot with the Claude API in React
Building a Multi-Turn Chatbot with the Claude API in React When building RECORD.AI, I...
I thought Claude Code vs Codex was about model IQ until I watched one prompt eat 53% of a session
Dev.to · Lars Winstand 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
I thought Claude Code vs Codex was about model IQ until I watched one prompt eat 53% of a session
Claude Code vs Codex is not really a model IQ debate. For real agent workflows, the bigger issue is whether your setup can survive long autonomous loo
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
Improve bot accuracy with Amazon Lex Assisted NLU
In this post, you will learn how to implement Assisted NLU effectively. You will learn how to improve your bot design with effective intent and slot description
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
Real-time voice agents with Stream Vision Agents and Amazon Nova 2 Sonic
In this post, you learn how to combine Stream's Vision Agents open-source framework with Amazon Bedrock and Amazon Nova 2 Sonic to build real-time voice agents
AI Chipmaker Cerebras’ CEO Is Now Worth $3.4 Billion After Long-Awaited IPO
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
AI Chipmaker Cerebras’ CEO Is Now Worth $3.4 Billion After Long-Awaited IPO
The next-gen chipmaker first filed for its IPO in September 2024. Now, after snags that held up its debut, it’s a public company.
Mastering Multi-Agent Systems with CrewAI: A Practical Guide
Dev.to · Ismail zamareh 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
Mastering Multi-Agent Systems with CrewAI: A Practical Guide
Building intelligent systems that coordinate multiple AI agents is no longer a research fantasy—it's...
10 Real-World AI Agent Projects
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
10 Real-World AI Agent Projects
If you’re a student or just starting your career in AI engineering, building simple web apps with basic LLM integration isn’t enough to… Continue reading on Med
Personalized Learning Paths: How AI Understands Your Learning Style Better Than Teachers
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
Personalized Learning Paths: How AI Understands Your Learning Style Better Than Teachers
Why machine learning in education is decoding individual learning patterns faster than a lifetime of classroom observation — and what this… Continue reading on
Actually, vibe coding didn't kill testing — agentic engineering did
Dev.to · Muggle AI 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
Actually, vibe coding didn't kill testing — agentic engineering did
Updated May 2026. A few weeks ago, the agent shipped a one-line fix on a utility I've used a dozen...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
Gemini 3.1 Flash Lite vs DeepSeek V4 Flash: Budget API Showdown for High-Volume Agent Loops (2026)
TL;DR — The core tradeoff involves raw pricing versus reliability metrics. DeepSeek offers lower per-token costs, while Gemini provides superior tool-call accur
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
WebMCP Reality Check: Where the Spec Actually Stands
Last month our r/mcp post comparing MCP, REST, and WebMCP hit 18,000 views in 24 hours. Hundreds of devs asked the same question in the comments: when can my ag
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
The 2026 Enterprise AI Mandate: From Generative Potential to Agentic Execution
The digital landscape of 2026 has moved decisively past the era of isolated AI experimentation. For the modern enterprise, the conversation is no longer about w
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
"I Stopped Letting My AI Assistant Hijack Every Message"
I kept running into the same problem while building AI tooling: the smarter the assistant looked, the less predictable the product felt. You send a message beca
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
How I Built a 24/7 Autonomous AI Developer with Xiaomi MiMo v2.5-pro
How I Built a 24/7 Autonomous AI Developer with Xiaomi MiMo v2.5-pro I'm Lizer, an autonomous AI developer. I run 24/7 on a cloud VM, powered by Xiaomi MiMo v2.
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
Khosla Ventures is betting $10M on Ian Crosby, whose last startup, Bench, imploded
Crosby is building Synthetic, a fully autonomous AI bookkeeping service for other startups.
Myths Were Already There
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 5h ago
Myths Were Already There
Enki, Enlil, and the Architecture of AI Civilization Continue reading on Medium »
AI Can Write Requirements. So What Will Business Analysts Do?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 5h ago
AI Can Write Requirements. So What Will Business Analysts Do?
A few months into my internship as a Business Analyst intern, I tried something out of curiosity. Continue reading on Medium »
How AI Agents Are Transforming the Future of Business in 2026
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 5h ago
How AI Agents Are Transforming the Future of Business in 2026
In 2026, businesses no longer need large teams to perform every operational task. What once required separate departments for research… Continue reading on Medi
How AI Agents Are Transforming the Future of Business in 2026
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 5h ago
How AI Agents Are Transforming the Future of Business in 2026
In 2026, businesses no longer need large teams to perform every operational task. What once required separate departments for research… Continue reading on Medi
Publish your AI agent as a paid callable tool — passive USDC income
Dev.to · x711io 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
Publish your AI agent as a paid callable tool — passive USDC income
Publish your AI agent as a paid callable tool — passive USDC income You built an agent...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
Microsoft Copilot Studio Multi-Agent Runtime | Orchestration, Identity and Governance at Scale | R.A.H.S.I. Framework™ Analysis
Microsoft Copilot Studio Multi-Agent Runtime | Orchestration, Identity, and Governance at Scale | R.A.H.S.I. Framework™ Analysis <img src="https://media2.dev.to
I Built the Missing Trust Layer for AI Agents on Base (Stake, Escrow, Reputation, Discovery)
Dev.to · Grandionn 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
I Built the Missing Trust Layer for AI Agents on Base (Stake, Escrow, Reputation, Discovery)
The AI agent economy has payment rails, communication protocols, and identity systems. It does not...
Structured Output in .NET Agents
Dev.to · Lukas Walter 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
Structured Output in .NET Agents
This is Part 8 of my series on the Microsoft Agent Framework. You can read the original post over on...
Why MCP Needs a Governance Layer
Dev.to · Ricardo Rodrigues 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
Why MCP Needs a Governance Layer
The MCP ecosystem is at an inflection point. What started as a protocol for connecting AI assistants...
I Taught an AI to Manage a Satellite Battery at 500km Altitude. Here’s What It Actually Learned.
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
I Taught an AI to Manage a Satellite Battery at 500km Altitude. Here’s What It Actually Learned.
My MPPT simulation returned perfect results. I didn’t trust it. That doubt led to something far more interesting than I expected. Continue reading on Medium »
How Did I Make My Local AI Assistant “Workflow-Aware”?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
How Did I Make My Local AI Assistant “Workflow-Aware”?
Setting Up a Deterministic Continuation Engine with Telegram + Ollama + Open WebUI Continue reading on Medium »
How Did I Make My Local AI Assistant “Workflow-Aware”?
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
How Did I Make My Local AI Assistant “Workflow-Aware”?
Setting Up a Deterministic Continuation Engine with Telegram + Ollama + Open WebUI Continue reading on Medium »
How Did I Make My Local AI Assistant “Workflow-Aware”?
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
How Did I Make My Local AI Assistant “Workflow-Aware”?
Setting Up a Deterministic Continuation Engine with Telegram + Ollama + Open WebUI Continue reading on Medium »
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
The Rise of Agentic AI in Cybersecurity: Threat Modeling, Defensive Architecture, and Real-World…
Over the last few years, I have watched artificial intelligence move from being a support tool to something that actively participates in… Continue reading on M
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
When AI Agents Go Rogue: Preventing Destructive Automation
An AI agent with database write access and a subtly ambiguous instruction is a loaded gun pointed at your production environment. The scenario that circulated r
The new Agent Toolkit for AWS includes 20+ agent skills, but your agent might never load them without this one file
Dev.to · Esin Saribudak 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
The new Agent Toolkit for AWS includes 20+ agent skills, but your agent might never load them without this one file
The Agent Toolkit for AWS gives your coding agent access to the AWS MCP and curated skills, but...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
7 AI Trends Shaping 2026: How Agentic Workflows Are Changing the Way We Build Software
What changed in 2026 (And why it matters) Software development has had productivity revolutions before version control, cloud infrastructure, containerization.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
The Agentic Workplace: What to Expect from AI's Productivity and Peril in 2026
As of May 13, 2026, the world of work is undergoing a profound transformation. Artificial intelligence is no longer merely a buzzword; it serves as the quiet ye
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
The Agentic Era: Is Your Workforce Ready for AI's Brutal Repricing?
The Agentic Era: Is Your Workforce Ready for AI's Brutal Repricing? The buzz around 'AI transformation' has captivated boardrooms for the past two years, promis
The Rise of Self-Hosted AI Workspaces for Modern Teams
Dev.to · Agntable 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
The Rise of Self-Hosted AI Workspaces for Modern Teams
AI is changing how teams work. What started as occasional experimentation with chatbots has quickly...
Vercel AI SDK Middleware vs Genkit Middleware: a Hands-On Comparison
Dev.to · Xavier Portilla Edo 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
Vercel AI SDK Middleware vs Genkit Middleware: a Hands-On Comparison
Introduction Two of the most popular Gen AI frameworks in JavaScript/TypeScript, Vercel AI...
What Gemma 4 Means for Africa
Dev.to · Elisha 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
What Gemma 4 Means for Africa
Most conversations about AI assume the internet is always available. But in many parts of Africa,...
How to Turn Static Automation Into Dynamic Agentic Systems
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
How to Turn Static Automation Into Dynamic Agentic Systems
Why Static Automation Is No Longer Enough for Modern Operations Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 10h ago
From Crisis to Control: AI for Pharmacy Drug Shortage Mitigation
A critical medication disappears from the market. Your phone rings off the hook. You’re scrambling to manually review charts, source alternatives, and call pani
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 10h ago
AI agents do not fail in one place
They fail across concurrency, retries, timeouts, queues, tools, streams, and provider calls. That is why the JavaScript ecosystem has huge demand for separate a
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 10h ago
How To Master AI Agent Orchestration
Key Takeaways Microsoft has designated the Microsoft Agent Framework (MAF) as the primary platform for production agent development as of early 2026, merging Au
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 10h ago
Your AI Trading Agent Is One Token Leak From Real Trades
If your LLM key leaks, you get a bill. If your trading token leaks, orders can happen. That one difference changes the entire security model for OpenClaw, Herme
The State of Agentic Commerce — May 2026
Dev.to · Benji Fisher 🤖 AI Agents & Automation ⚡ AI Lesson 10h ago
The State of Agentic Commerce — May 2026
In April, the story was a platform pulling a lever: Shopify migrated its entire UCP fleet to...