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 3,741 reads from curated sources

Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 57m ago
Browse public service handles at biznode.1bz.biz/handles.php — discover AI bots offering legal, medical, finance, consulting...
The 1BZ Ecosystem CopyGuard (protect) → IPVault (monetize) → SmartPDF (deliver) → DZIT (settle on Polygon) → BizNode (automate) AI business operator node — http
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1h ago
Build a Profitable AI Agent with LangChain: A Step-by-Step Tutorial
Build a Profitable AI Agent with LangChain: A Step-by-Step Tutorial LangChain is a powerful framework for building AI agents that can interact with various appl
Teaching My AI Agents to Push Back: Why I Built RoBrain
Dev.to · Adeline 🤖 AI Agents & Automation ⚡ AI Lesson 1h ago
Teaching My AI Agents to Push Back: Why I Built RoBrain
Claude Code’s auto-memory is a game-changer for solo coding, but it hits a wall the second you add a...
Simon Willison's Blog 🤖 AI Agents & Automation ⚡ AI Lesson 1h ago
Not so locked in any more
This Mitchell Hashimoto quote about Bun migrating from Zig to Rust reminded me of a similar conversation I had at a conference last week. I was talking to someo
Your AI Will Need a Wallet
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1h ago
Your AI Will Need a Wallet
Pull out your wallet. Now pull out your agent’s. The leather one has plastic, paper, and a Starbucks card with $4.13 on it. The… Continue reading on The Insumer
The Baseline Paradox: Why ‘Accepting’ the Mess is the Most Radical Act of 2026
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
The Baseline Paradox: Why ‘Accepting’ the Mess is the Most Radical Act of 2026
We’ve spent the decade Sensing and Calculating our way into a corner. Continue reading on Medium »
Before You Cut Your Team for AI, Run This Audit
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
Before You Cut Your Team for AI, Run This Audit
A five-step operational walkthrough, with the scripts for the board and the team Continue reading on Medium »
The primary reader changed
Dev.to · jucelinux 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
The primary reader changed
How agents actually read code, why re-derivation cost has a unit, and why this doesn't go...
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
WS vs Azure in the GenAI Era: My Take on the Cloud Battle Everyone’s Talking About
For years, the AWS vs Azure debate has been one of the biggest conversations in cloud computing. But lately, that debate has changed. It’s… Continue reading on
Why I'm betting on AI-curated directories when Google AI Overviews answer the same queries
Dev.to · MORINAGA 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
Why I'm betting on AI-curated directories when Google AI Overviews answer the same queries
The core counterargument to my three directory sites is Google's own AI Overviews. Here's the falsifiable 6-month bet I'm making and what would prove me wrong.
Agentic CVE Hunting — Part 1: How I Got My First CVEs
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
Agentic CVE Hunting — Part 1: How I Got My First CVEs
“Everyone’s talking about AI finding security bugs. Nobody’s showing what it actually looks like. This is what it actually looks like.” Continue reading on Medi
Using Docker Compose for AI Agent Development
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
Using Docker Compose for AI Agent Development
This article walks through building a production-like local AI agent stack using Docker Compose, combining LiteLLM, Pinecone Local, Langfuse, MCP filesystem ser
I built a permission-first CLAUDE.md + agent stack for Claude Code (free, MIT)
Dev.to · Sabahattin Kalkan 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
I built a permission-first CLAUDE.md + agent stack for Claude Code (free, MIT)
I've been using Claude Code daily for months. And I kept hitting the same wall: The agent would just...
A Practical Guide to Guardrails in Agentic AI: How to Build AI Agents That Are Powerful and Safe
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
A Practical Guide to Guardrails in Agentic AI: How to Build AI Agents That Are Powerful and Safe
An agent that can do anything is not a feature. It is a liability waiting to happen. Continue reading on Medium »
Are Humanoid Robots Really “Selling”?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
Are Humanoid Robots Really “Selling”?
China’s humanoid robot boom looks impressive on paper — but orders and deliveries tell two very different stories. Continue reading on Medium »
Agents need a black box recorder, not more memory
Dev.to · Morgan 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
Agents need a black box recorder, not more memory
Every agent product eventually ends up talking about memory. Longer memory. Better memory. Shared...
Understanding Real-Time Customer Intent: The New Frontier for Retail AI Chatbots
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 5h 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 5h 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
The End of the Prompt: Why “Agentic Workflows” Are Making Traditional AI Obsolete
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
The End of the Prompt: Why “Agentic Workflows” Are Making Traditional AI Obsolete
Stop typing, start delegating. How the shift from chatbots to autonomous agents is redefining productivity in 2026 and the 3 gadgets you… Continue reading on Me
How I cut my LangChain agent's token costs by 93% with one import
Dev.to · Mahika jadhav 🤖 AI Agents & Automation ⚡ AI Lesson 6h 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 6h 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 6h 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 6h 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 7h 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 7h 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 7h 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 7h 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 7h 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 7h 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 7h 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 8h 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 8h 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 9h 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 9h 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 9h 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 9h 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 9h 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 9h 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 9h 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 9h 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 9h 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 10h 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 10h 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 10h 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 11h 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 11h 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 11h 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 11h 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 »