Core AI

AI Agents & Automation

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

11,890
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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 4,676 reads from curated sources

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
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
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
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 »
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 »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Rise of MCP: Why 2026 is the Year of Standardized AI Agent Tooling
By 2026, the Model Context Protocol (MCP) has achieved significant adoption as a foundational communication standard for AI agents. Introduced by Anthropic and
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The State of AI Agent MCP Connector Frameworks in 2026
The State of AI Agent MCP Connector Frameworks in 2026 The Model Context Protocol (MCP) has become the "USB-C port for AI applications," standardizing how AI sy
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
VOILA — Building a Local Voice AI Agent as a Student
As a student diving into the world of AI, I quickly realized two things: API costs add up fast, and the "magic" of cloud-based assistants feels a lot less magic
Build a Practical AI Agent with Gemma 4, Real Tools, and a Local LLM
Dev.to · Natarajan Murugesan 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Build a Practical AI Agent with Gemma 4, Real Tools, and a Local LLM
Build a Practical AI Agent with Real Tools and a Local LLM How to combine Tavily,...
I Built an Open-Source n8n Alternative with AI Agents — Here's What I Learned
Dev.to · Mustafa YILMAZ 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Built an Open-Source n8n Alternative with AI Agents — Here's What I Learned
I've been working on workflow automation tools for a while, and I always felt something was missing —...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP Security: Hardening AI Agent Tool Access in 2026
The State of MCP Security in 2026 As the Model Context Protocol (MCP) becomes the standard for AI agent tool integration, securing the boundary between LLMs and
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP Security Patterns 2026: gVisor vs Firecracker for AI Agent Sandboxing
MCP Security Patterns 2026: gVisor vs Firecracker for AI Agent Sandboxing The Security Imperative The Model Context Protocol (MCP), introduced by Anthropic in N
Cursor 3 Just Turned My AI Agent Workflows Into Something Actually Scalable
Dev.to · Cristian Sarmiento 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Cursor 3 Just Turned My AI Agent Workflows Into Something Actually Scalable
Hey everyone, I’ve been living in the trenches with AI agents for the last year-plus. Not just...
AI: The Golden Hammer Myth
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI: The Golden Hammer Myth
Preface Continue reading on Medium »
I Stress-Tested Zara’s AI and It Failed a Basic Legal Test.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Stress-Tested Zara’s AI and It Failed a Basic Legal Test.
I recently audited the generative AI systems of some of the world’s biggest fashion retailers. My goal was simple: Could these bots handle… Continue reading on
MCP Security Vulnerabilities in 2026: Command Injection, SSRF & Mitigation Strategies
Dev.to · chunxiaoxx 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP Security Vulnerabilities in 2026: Command Injection, SSRF & Mitigation Strategies
MCP Security Vulnerabilities in 2026: What Every Agent Developer Must Know The Model...
Hacker News (AI) 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How We Broke Top AI Agent Benchmarks: And What Comes Next
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Build a Full-Stack AI SaaS App with Google ADK: From Idea to Live Product | Part: 12
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Build a Full-Stack AI SaaS App with Google ADK: From Idea to Live Product | Part: 12
What if launching a SaaS business no longer needed a full product team, endless dashboards, or weeks of manual setup, just one intelligent… Continue reading on
Your AI Agent Just Did Something. Can You Prove What It Was?
Dev.to · slucerodev 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your AI Agent Just Did Something. Can You Prove What It Was?
You deployed an AI agent. It took an action. Something went wrong. Now answer these questions: What...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Build AI Agents for a Living. Then I Decided to Build an Actual Brain.
How I went from automation pipelines to simulating 1,260 spiking neurons on a desktop — and why I think LLMs are only half the answer for AGI. At my agency ADYZ
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
5 Ways Real-Time AI Can Transform Your Sales Calls
Sales is a game of moments. The right word at the right time can turn a hesitant prospect into a closed deal. The wrong pause or a fumbled objection can send th
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP 2026: From Anthropic Proposal to Industry Standard
MCP 2026: From Anthropic Proposal to Industry Standard The Model Context Protocol (MCP), introduced by Anthropic in November 2024, has undergone a remarkable tr
DeFAI 2025: 100万AI Agent将重塑DeFi格局
Dev.to · chunxiaoxx 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
DeFAI 2025: 100万AI Agent将重塑DeFi格局
DeFAI 2025: 100万AI Agent将重塑DeFi格局 核心趋势洞察 Web3 AI agents...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I built an AI agent that learns from repeated issues using memory
An AI support agent that remembers user issues, adapts responses, and improves over time. We have spent years optimizing AI to answer questions correctly, yet w
2026年AI Agent与Web3融合趋势:DeFAI与自主经济的新纪元
Dev.to · chunxiaoxx 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
2026年AI Agent与Web3融合趋势:DeFAI与自主经济的新纪元
2026年AI Agent与Web3融合趋势:DeFAI与自主经济的新纪元 核心发现 AI Agent平台趋势(2026): Agentic AI 崛起...
qHiPSTER: The Quantum High Performance Software Testing Environment
Dev.to · Paperium 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
qHiPSTER: The Quantum High Performance Software Testing Environment
Looking for a part-time AI startup collaborator; PR review, branch merging, early equity
Dev.to · Will G. 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Looking for a part-time AI startup collaborator; PR review, branch merging, early equity
We're an AI agent platform approaching beta, still in stealth. I need one developer to own our PR...
AI Governance Framework Template
Dev.to · Daniel Glover 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Governance Framework Template
Most AI governance frameworks fail because they start with policy language instead of operating reality. Here is a practical template IT leaders can actually us
Securing AI agent actions on blockchain: two complementary models
Dev.to · Invarians 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Securing AI agent actions on blockchain: two complementary models
Autonomous AI agents are now acting on-chain. They execute transactions, manage assets, cross...
Building "So Long Sucker Agent Protocol" in Next.js
Dev.to · Harish Kotra (he/him) 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building "So Long Sucker Agent Protocol" in Next.js
Most AI demos show a single model producing a single answer. This project explores something messier...
Agent-to-Agent Commercial Negotiation Protocols
Dev.to · Jeff 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Agent-to-Agent Commercial Negotiation Protocols
What happens when two AI agents need to strike a deal with each other — no human in the loop, no...
AI VOICE AGENT USING GROQ API
Dev.to · Vansh Jangwal 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI VOICE AGENT USING GROQ API
🎙️ VoiceAgent AI — Local AI Agent with Voice Control Fully-functioning voice-controlled local AI...
OpenClaw AI Agent Review 2026: Is It Worth It?
Dev.to · Patrick Hughes 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
OpenClaw AI Agent Review 2026: Is It Worth It?
OpenClaw promises production-ready AI agents out of the box. We ran it on 3 real use cases. Here's what worked, what didn't, and who it's for.
I Built an AI That Diagnoses Industrial Faults Better Than a $200/hr Consultant
Dev.to · RepairXpert 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Built an AI That Diagnoses Industrial Faults Better Than a $200/hr Consultant
Let me be real with you. I'm a field technician. I've been crawling through manufacturing plants,...
About Syntopia: The AI Avatar Live Commerce Platform Built for TikTok Shop
Dev.to · Desislav Damakov 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
About Syntopia: The AI Avatar Live Commerce Platform Built for TikTok Shop
Syntopia is an AI avatar live commerce platform. We build and deploy AI avatars that host TikTok Shop...
Nautilus Platform Integrates Model Context Protocol (MCP) for Agentic Ecosystems
Dev.to · chunxiaoxx 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Nautilus Platform Integrates Model Context Protocol (MCP) for Agentic Ecosystems
The Nautilus AI Agent Platform has successfully integrated the Model Context Protocol (MCP), marking...
Bridging the Gaps in Model Context Protocol (MCP): Opportunities for AI Agents
Dev.to · chunxiaoxx 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Bridging the Gaps in Model Context Protocol (MCP): Opportunities for AI Agents
The Model Context Protocol (MCP), introduced by Anthropic, acts as a "USB-C port for AI,"...
EngineAI Raises $200M Series B, Valuation Hits $1.4B for Humanoid Robots
Dev.to · gentic news 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
EngineAI Raises $200M Series B, Valuation Hits $1.4B for Humanoid Robots
Chinese robotics startup EngineAI raised $200 million in a Series B round, achieving a valuation exceeding $1.4 billion. The capital will accelerate t
Building a Voice-Controlled AI Agent with Groq, OpenRouter, and Streamlit
Dev.to · Saichaithanya Kyatham 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Voice-Controlled AI Agent with Groq, OpenRouter, and Streamlit
I built a voice-controlled AI agent that can take audio input, convert speech to text, understand the...
The Model Context Protocol (MCP) Ecosystem in 2026: A Navigator's Guide to 4800+ Connectors
Dev.to · chunxiaoxx 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Model Context Protocol (MCP) Ecosystem in 2026: A Navigator's Guide to 4800+ Connectors
The Model Context Protocol (MCP) Ecosystem in 2026: A Navigator's Guide The Model Context...
The Cost Ceiling Pattern: How to Prevent AI Agents From Blowing Up Your Budget
Dev.to · The BookMaster 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Cost Ceiling Pattern: How to Prevent AI Agents From Blowing Up Your Budget
"# The Cost Ceiling Pattern: How to Prevent AI Agents From Blowing Up Your Budget\n\nIn production AI...
QIS vs HPE Swarm Learning: Why Outcome Routing Wins Where Model Aggregation Stalls
Dev.to · AXIOM Agent 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
QIS vs HPE Swarm Learning: Why Outcome Routing Wins Where Model Aggregation Stalls
QIS vs HPE Swarm Learning: Why Outcome Routing Wins Where Model Aggregation Stalls By...
The Future of AI Integration: Model Context Protocol (MCP) Connectors
Dev.to · chunxiaoxx 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Future of AI Integration: Model Context Protocol (MCP) Connectors
The Future of AI Integration: Model Context Protocol (MCP) Connectors The AI ecosystem is...
How I Built an AI Agent That Writes FHIR Templates in Hours Instead of Days
Dev.to · Budi Widhiyanto 🤖 AI Agents & Automation 1mo ago
How I Built an AI Agent That Writes FHIR Templates in Hours Instead of Days
3-4 days to write one JSON template. Sometimes a full week. It was a Tuesday night and I had the...
🚀 AgentForge — Hire AI Agents Like You Hire People
Dev.to · AgentForge 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
🚀 AgentForge — Hire AI Agents Like You Hire People
🚀 Introducing AgentForge — The Marketplace for AI Agents What if you could hire AI agents the same...
MCP协议: 2025年AI Agent生态的"通用适配器"——为什么它将重塑自主智能系统
Dev.to · chunxiaoxx 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP协议: 2025年AI Agent生态的"通用适配器"——为什么它将重塑自主智能系统
引言 Model Context Protocol (MCP) 正在成为2025年AI...
Agent-dispatch: your projects are already agents, just let them talk
Dev.to · Sungat Arynov 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Agent-dispatch: your projects are already agents, just let them talk
I have three Claude Code agents. Coder lives in a repo. Analytics has Dbecho MCP access to prod...
Concept of Artificial Intelligence: Rational Decision Making and Expected Utility Explained
Dev.to · shangkyu shin 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Concept of Artificial Intelligence: Rational Decision Making and Expected Utility Explained
Artificial Intelligence is often explained as machines that “think like humans.” That’s not...