Core AI

AI Agents & Automation

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

10,690
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 3,737 reads from curated sources

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 11h 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 11h 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 11h 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 11h 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 11h 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 12h 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 12h 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 13h 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 13h 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 13h 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 13h 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 13h 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 14h 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...
MCP Is a Great Start — But Multi-Agent Production Needs More
Dev.to · Jovan Marinovic 🤖 AI Agents & Automation ⚡ AI Lesson 14h ago
MCP Is a Great Start — But Multi-Agent Production Needs More
The Model Context Protocol has transformed how we connect AI to tools. But connecting agents to tools...
Techpoint Africa 🤖 AI Agents & Automation ⚡ AI Lesson 14h ago
The future of AI healthcare lies in a solid infrastructure backbone
AI platforms rely on continuous data processing, and even brief interruptions can compromise diagnostics, delay treatment, or disrupt critical workflows.
Stop Preparing for Tech Jobs Like It’s 2020
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 15h ago
Stop Preparing for Tech Jobs Like It’s 2020
The rules of campus placements are changing and how AI is accelerating the gap. Continue reading on Medium »
How To Build An AI Agent In 2026: Tools, Architecture, RAG, MCP, And Real-World Use Cases
Dev.to · Dhruv Joshi 🤖 AI Agents & Automation ⚡ AI Lesson 15h ago
How To Build An AI Agent In 2026: Tools, Architecture, RAG, MCP, And Real-World Use Cases
How to Build an AI Agent is no longer a future-dev question. It is the thing product teams, founders,...
Context is what you are missing in your AI Agents
Dev.to · Pavan Belagatti 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
Context is what you are missing in your AI Agents
The biggest flex for developers today is not about coding faster. It is designing efficient agentic...
Building AI-Powered Workflows: A Practical Implementation Guide
Dev.to · TokensAndTakes 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
Building AI-Powered Workflows: A Practical Implementation Guide
AI automation workflows have shifted from experimental projects to production infrastructure....
Connect AI: Construyendo Soberanía Digital desde Tarragona
Dev.to · Axlfc 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
Connect AI: Construyendo Soberanía Digital desde Tarragona
Una plataforma cívica federada, IA local híbrida, y la arquitectura de un sistema que nadie pidió...
Desbordamiento de Ventana de Contexto de IA: Solución con Puntero de Memoria
Dev.to · Elizabeth Fuentes L 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
Desbordamiento de Ventana de Contexto de IA: Solución con Puntero de Memoria
El desbordamiento de ventana de contexto** ocurre cuando las salidas de herramientas de un agente de...
AI Could Become Humanity’s Greatest Tool — Or Its Biggest Dependency
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
AI Could Become Humanity’s Greatest Tool — Or Its Biggest Dependency
Humanity Is Standing at a Civilizational Turning Point Continue reading on Medium »
Why AI Is Quietly Killing the SaaS Seat Model
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
Why AI Is Quietly Killing the SaaS Seat Model
The rise of agentic AI is forcing enterprise software companies to rethink pricing, value, and the economics of digital labor. Continue reading on Write Your Wo
Your AI Agents Are Probably Accessing Data They Shouldn't
Dev.to · albe_sf 🤖 AI Agents & Automation ⚡ AI Lesson 17h ago
Your AI Agents Are Probably Accessing Data They Shouldn't
A new study shows two-thirds of organizations suspect their AI agents have already accessed unauthorized data. Our identity and access models are not ready for
Agent Docs: Answer Locally Before the Web — A Shared Reference for Every Coding Agent
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 17h ago
Agent Docs: Answer Locally Before the Web — A Shared Reference for Every Coding Agent
Pair-program with a coding agent for an afternoon and you start noticing a quiet, recurring tax. Continue reading on Medium »
Agent Docs: Answer Locally Before the Web — A Shared Reference for Every Coding Agent
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 17h ago
Agent Docs: Answer Locally Before the Web — A Shared Reference for Every Coding Agent
Pair-program with a coding agent for an afternoon and you start noticing a quiet, recurring tax. Continue reading on Medium »
Stop Treating Agentic AI Like a Deity (Or Like a Dumb Intern)
Dev.to · Ryo Suwito 🤖 AI Agents & Automation ⚡ AI Lesson 17h ago
Stop Treating Agentic AI Like a Deity (Or Like a Dumb Intern)
There's a better way — and it starts with sequential derivation. Happy to be here writing this...
The AI system that worked in staging destroyed us in production. Here's what we missed.
Dev.to · Printo Tom 🤖 AI Agents & Automation ⚡ AI Lesson 18h ago
The AI system that worked in staging destroyed us in production. Here's what we missed.
I've been a software and enterprise architect for over twelve years. I've shipped pricing platforms,...
Reducing Multi-Model AI Integration Risk with an OpenAI-Compatible Gateway
Dev.to · Ye Allen 🤖 AI Agents & Automation ⚡ AI Lesson 18h ago
Reducing Multi-Model AI Integration Risk with an OpenAI-Compatible Gateway
When a prototype uses only one model, the integration feels simple. You add an SDK, set one API key,...
GeoGuard AI– a multi-agent geological intelligence system that automates terrain risk assessment.
Dev.to · Muhammad Yasin Khan 🤖 AI Agents & Automation ⚡ AI Lesson 18h ago
GeoGuard AI– a multi-agent geological intelligence system that automates terrain risk assessment.
This post is my submission for DEV Education Track: Build Multi-Agent Systems with ADK. ...
Minimax, Teoría de Juegos y el "gato"
Dev.to · Hermann Pollack (hpollack95) 🤖 AI Agents & Automation ⚡ AI Lesson 18h ago
Minimax, Teoría de Juegos y el "gato"
Corría el año 2014, en mi final de semestre de Programación Orientada a Objetos en la Universidad...
Sara Just Wanted Dinner
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 18h ago
Sara Just Wanted Dinner
A one-page guide to AI agents MCP, Skills, and Claude Code explained through one tiny story. Continue reading on Medium »
Eu quero vibe-codar 😎🤖
Dev.to · Diego Lírio 🤖 AI Agents & Automation ⚡ AI Lesson 18h ago
Eu quero vibe-codar 😎🤖
com segurança… Docker Sandbox + AI Agents Chegamos na era em que código virou commodity e agora...
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 18h ago
Table Tennis Betting Integrity Crisis: 5 Red Flags AI Catches Before Books Do (2026)
When Lithuania’s $8.7M scandal broke in late 2025, sportsbooks learned an uncomfortable truth: traditional monitoring lagged real money by… Continue reading on
Meta Is Building an AI Clone of Zuckerberg to Replace Him at Work.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 19h ago
Meta Is Building an AI Clone of Zuckerberg to Replace Him at Work.
I need you to read this carefully. Continue reading on Medium »
Why FDEs are Hired by AI Labs at such high salaries?
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 19h ago
Why FDEs are Hired by AI Labs at such high salaries?
What skills do FDEs have, and why they are hired? Continue reading on Medium »
Beyond Generative AI: Architecting Relational, Emotion-Aware Systems for Mental Health Support —…
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 19h ago
Beyond Generative AI: Architecting Relational, Emotion-Aware Systems for Mental Health Support —…
Week 9: Building emotionally intelligent AI without building emotionally risky AI Continue reading on Medium »
Beyond Generative AI: Architecting Relational, Emotion-Aware Systems for Mental Health Support —…
Medium · Deep Learning 🤖 AI Agents & Automation ⚡ AI Lesson 19h ago
Beyond Generative AI: Architecting Relational, Emotion-Aware Systems for Mental Health Support —…
Week 9: Building emotionally intelligent AI without building emotionally risky AI Continue reading on Medium »
What is an AI Harness? The Part of AI That Nobody Talks About
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 19h ago
What is an AI Harness? The Part of AI That Nobody Talks About
A friend called me last week, sounding frustrated. His team had built an AI agent using the best model on the market. On paper it was… Continue reading on Gener
Papers Explained 559: Composer 2
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 19h ago
Papers Explained 559: Composer 2
Composer 2 is a specialized, frontier-level coding model designed for agentic software engineering, with strong long-term planning… Continue reading on Medium »
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
Think Twice, Act Once: Verifier-Guided Action Selection For Embodied Agents
arXiv:2605.12620v1 Announce Type: new Abstract: Building generalist embodied agents capable of solving complex real-world tasks remains a fundamental challenge
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
Macro-Action Based Multi-Agent Instruction Following through Value Cancellation
arXiv:2605.12655v1 Announce Type: new Abstract: Multi-agent reinforcement learning (MARL) in real-world use cases may need to adapt to external natural language
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
State-Centric Decision Process
arXiv:2605.12755v1 Announce Type: new Abstract: Language environments such as web browsers, code terminals, and interactive simulations emit raw text rather tha
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
Moltbook Moderation: Uncovering Hidden Intent Through Multi-Turn Dialogue
arXiv:2605.12856v1 Announce Type: new Abstract: The emergence of multi-agent systems introduces novel moderation challenges that extend beyond content filtering
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
Position: Agentic AI System Is a Foreseeable Pathway to AGI
arXiv:2605.12966v1 Announce Type: new Abstract: Is monolithic scaling the only path to AGI? This paper challenges the dogma that purely scaling a single model i
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
MAP: A Map-then-Act Paradigm for Long-Horizon Interactive Agent Reasoning
arXiv:2605.13037v1 Announce Type: new Abstract: Current interactive LLM agents rely on goal-conditioned stepwise planning, where environmental understanding is
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
Formal Conjectures: An Open and Evolving Benchmark for Verified Discovery in Mathematics
arXiv:2605.13171v1 Announce Type: new Abstract: As automated reasoning systems advance rapidly, there is a growing need for research-level formal mathematical p
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning
arXiv:2605.13213v1 Announce Type: new Abstract: Multi-modal multi-agent systems (MM-MAS) have gained increasing attention for their capacity to enable complex r