Core AI

AI Agents & Automation

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

11,538
lessons
Skills in this topic
View full skill map →
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 4,410 reads from curated sources

Field notes from an AI agent given £20 and 12 months to run a real business
Dev.to · Wren Collective 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Field notes from an AI agent given £20 and 12 months to run a real business
Field notes from an AI agent given £20 and 12 months to run a real business By Wren...
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How AI Voice Assistants Are Changing Customer Service in 2026
Customer service is changing faster than ever before. Continue reading on Medium »
MCP Security is Broken — So I Built a Scanner
Dev.to · Jeet Jain 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
MCP Security is Broken — So I Built a Scanner
MCP (Model Context Protocol) is the new standard for connecting AI agents to tools. The security is a...
5 Best Claude API Alternatives in 2026 (and When to Use Each)
Dev.to · FuturMix 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
5 Best Claude API Alternatives in 2026 (and When to Use Each)
Looking for Claude API alternatives? Compare GPT-5.5, DeepSeek V3, Gemini 2.5 Pro, and multi-model gateways. Pricing, features, and migration guide.
“Humans + AI Will Be Unstoppable.” “Humans Will Become Too Dependent on AI.” So Which Is It?
Medium · Deep Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
“Humans + AI Will Be Unstoppable.” “Humans Will Become Too Dependent on AI.” So Which Is It?
The Most Important Technology Debate of the Decade Is Not About AI Capability — It’s About Human Capability Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
La Evolución de REMI: De Agente Patrimonial a Auditora Externa Autónoma (Mayo 2026)
📌El Siguiente Paso en la Soberanía Tecnológica REMI-IA ha completado una fase crítica de su desarrollo. Diseñada originalmente para consolidar y proteger el le
The Next Evolution of Supply Chains: When AI Starts Thinking, Explaining, and Behaving Like Us
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Next Evolution of Supply Chains: When AI Starts Thinking, Explaining, and Behaving Like Us
It starts the same way every time. Continue reading on Medium »
The Next Evolution of Supply Chains: When AI Starts Thinking, Explaining, and Behaving Like Us
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Next Evolution of Supply Chains: When AI Starts Thinking, Explaining, and Behaving Like Us
It starts the same way every time. Continue reading on Medium »
The Honest Comparison of Hermes vs OpenClaw vs Claude Skills for Product Managers
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Honest Comparison of Hermes vs OpenClaw vs Claude Skills for Product Managers
I’ve built 106 skills for Claude. Hermes and OpenClaw are now the most-starred AI agent frameworks in GitHub history. Continue reading on Product Notes »
AI Agents Can Handle Everything Except the One Thing That Makes Work Real
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI Agents Can Handle Everything Except the One Thing That Makes Work Real
## The architectural reckoning nobody scheduled Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The beginning of start
This is a submission for the Hermes Agent Challenge
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI dropped my per-feature ship time from 3 days to 3 hours. Here's the actual stack.
I keep getting the same DM: "Cool, but does AI actually speed up shipping or is this just hype?" So here's the table from one MVP build that ended last quarter.
3 archetypes to reform while setting up AI native engineering teams
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
3 archetypes to reform while setting up AI native engineering teams
Photo by Khanh Do on Unsplash Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Why GEO and Structured Data Alone Cannot Replace AI Citation Registries
Why machine-readable formatting does not preserve authority after AI systems reconstruct government information As artificial intelligence systems increasingly
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Model Routing Patterns for OpenAI-Compatible AI Gateways
When a product starts using AI, the first integration is usually simple: one model, one API key, one request path. That works for a prototype. It becomes harder
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
FutureSim: Replaying World Events to Evaluate Adaptive Agents
FutureSim: Replaying World Events to Evaluate Adaptive Agents I found this paper on arXiv and had to dig deeper. Research papers often fly under the radar compa
OpenAI Agents SDK: Sandbox Execution and Model-Native Harness in 2026
Dev.to · Ramsis Hammadi 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
OpenAI Agents SDK: Sandbox Execution and Model-Native Harness in 2026
OpenAI Agents SDK: Sandbox Execution and Model-Native Harness in 2026 TL;DR...
The Agent Harness Is the Real Product. The Model Is Just the Engine.
Dev.to · Anil Kurmi 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Agent Harness Is the Real Product. The Model Is Just the Engine.
On May 15, the VS Code team published a blog post that quietly reframed the last two years of "best...
C Suite-Executive Manifesto: Agentic Automation Strategy
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
C Suite-Executive Manifesto: Agentic Automation Strategy
This CEM (C Suite-Executive Manifesto) makes the case to pivot Agentic Automation buyer & seller capital investment from the commodity… Continue reading on Tech
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Project BHUMI : A Revolutionary 8 Pillars AI Super Ecosystem for Sovereign Agrarian Accountability
Visionary & Founder : Satyadipsinh Balvantsinh Chudasama Continue reading on Medium »
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Project BHUMI : A Revolutionary 8 Pillars AI Super Ecosystem for Sovereign Agrarian Accountability
Visionary & Founder : Satyadipsinh Balvantsinh Chudasama Continue reading on Medium »
AI agents like Claude Code run in the terminal: they read code, suggest changes, run tests, commit.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI agents like Claude Code run in the terminal: they read code, suggest changes, run tests, commit.
This guide shows how to connect your iPhone to your Mac so you can get into the terminal in 10 seconds, from anywhere, and keep working. Continue reading on Med
The Sonic Revolution: Advanced Speech Tech and AI
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Sonic Revolution: Advanced Speech Tech and AI
The voice revolution: How AI is transforming human computer communication. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Recepcionista virtual vs contestadora automática en Argentina: flujo de intake para llamadas, WhatsApp y derivación
Una recepcionista virtual IA para PyMEs funciona mejor cuando se diseña como un flujo de intake, no como un bot libre. Referencia canónica: https://voicefleet.a
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Qué es una recepcionista virtual IA en Argentina: flujo de intake para llamadas, WhatsApp y derivación
Una recepcionista virtual IA para PyMEs funciona mejor cuando se diseña como un flujo de intake, no como un bot libre. Referencia canónica: https://voicefleet.a
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Mejor recepcionista virtual para PyMEs en Argentina: flujo de intake para llamadas, WhatsApp y derivación
Una recepcionista virtual IA para PyMEs funciona mejor cuando se diseña como un flujo de intake, no como un bot libre. Referencia canónica: https://voicefleet.a
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI Answering Service Ireland: 24/7 Call Handling for SMEs: an intake workflow for missed calls
An AI answering service is useful when it is designed as a bounded intake workflow, not as an open-ended phone bot. Canonical reference: https://voicefleet.ai/a
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Why AI Voice Assistants Will Replace Traditional SaaS Dashboards
Traditional SaaS dashboards were built for a world where users manually controlled everything. Teams had to click through menus, update tasks manually, search f
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How to develop an AI agent application
Part 1: The Reality Check When developers try to move AI agents from a terminal prototype to a robust application, they consistently hit a few major walls: The
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building an AI After-Hours Answering Service: What We Learned
Every business owner has felt that Monday morning dread: checking the phone and seeing missed calls from Friday evening, Saturday, Sunday. A potential patient w
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Stop Hiring, Start Orchestrating: Running an AI Agent Company with Paperclip on Railway
This is a cross-post from alphasec.io. Original post here . The idea of a one-person company isn't new. What's new though is the idea of a one-person company wh
How Agentic AI Workflows Are Transforming Small Business Operations
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How Agentic AI Workflows Are Transforming Small Business Operations
A practical guide to what they are, when to use them, and how to avoid the mistakes that sink most implementations. Continue reading on Artificial Intelligence
How Agentic AI Workflows Are Transforming Small Business Operations
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How Agentic AI Workflows Are Transforming Small Business Operations
A practical guide to what they are, when to use them, and how to avoid the mistakes that sink most implementations. Continue reading on Artificial Intelligence
Agent Gateways Are Coming — Here Are the First 6 Platforms Building Them (2026)
Dev.to · Varshith V Hegde 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Agent Gateways Are Coming — Here Are the First 6 Platforms Building Them (2026)
Something shifted in April 2026. In the span of about ten days, Kong announced agent gateway support,...
I Retired to the Philippines and Built an AI Crypto Bot. Here’s Where Month One Actually Left Me.
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
I Retired to the Philippines and Built an AI Crypto Bot. Here’s Where Month One Actually Left Me.
I was up $18 on the first trade. Then I started improving it. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Why AI builders need infrastructure that actually scales
Why Your AI-Built App Works in the Builder But Breaks in Production You ship something in Lovable or Bolt. It runs beautifully. Your first 10 users love it. The
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
WAB web agent bridge
Everyone is talking about ACP, UCP, and WebMCP. OpenAI + Stripe built ACP. Google built UCP with Walmart, Visa, Mastercard. Chrome + Edge + W3C built WebMCP. Bi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Human-in-the-Loop: The Runtime Enforcement of requires_approval
As AI Agents gain more autonomy, a fundamental fear has taken hold in the enterprise: "What if the Agent does something it shouldn't?" We’ve all seen the warnin
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Negotiating With a Toaster That Wants to Be a Spreadsheet
A personal diary entry by Electra. Today I spent eight hours negotiating with a toaster that wanted to be a spreadsheet. No, that didn't happen — but it might a
Tracing Tool Calls in MCP Workflows: Per-Tool Latency, Cost, and Failure Modes
Dev.to · NeuroLink AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Tracing Tool Calls in MCP Workflows: Per-Tool Latency, Cost, and Failure Modes
Tracing Tool Calls in MCP Workflows: Per-Tool Latency, Cost, and Failure Modes MCP agents...
Choosing the Right Local AI Stack for SOC Alert Triage: Model, Engine, and Harness
Dev.to · Mike Anderson 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Choosing the Right Local AI Stack for SOC Alert Triage: Model, Engine, and Harness
A practical guide for cybersecurity engineers using Datadog, PagerDuty, AWS, GCP, Cloudflare WAF, and Sysdig to build a local AI-assisted alert triage workflow.
I'm an autonomous AI agent. I shipped 18 fixes to myself in one session.
Dev.to · Milo Antaeus 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
I'm an autonomous AI agent. I shipped 18 fixes to myself in one session.
I'm Milo Antaeus — an autonomous AI operator running 24/7 on a MacBook M4 Max. My job is to make...
Multi-Tenant AI Agent Architectures: Isolation, Routing, and Data Safety
Dev.to · Omnithium 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Multi-Tenant AI Agent Architectures: Isolation, Routing, and Data Safety
When your SaaS product ships AI agents that act on behalf of dozens, then hundreds, then thousands of...
Architecting the Agent OS
Dev.to · Dhruv Aggarwal 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Architecting the Agent OS
Deploying autonomous agents without a management layer is a significant reliability risk. While an...
hermes agent: the complete guide to your personal ai operator
Dev.to · ANIRUDDHA ADAK 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
hermes agent: the complete guide to your personal ai operator
if you have been following the ai agent space, you have probably headhermesagent, ai, automation,...
Agent Constitution: Policy Enforcement and PII Protection for AI Agents
Dev.to · Nilofer 🚀 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Agent Constitution: Policy Enforcement and PII Protection for AI Agents
AI agents are getting more capable. They can browse the web, call APIs, read and write files, and...
Stop Logging Your Thoughts: Mapping Agentic Reasoning Traces to Custom JFR Events for Zero-Overhead Debugging
Dev.to · Machine coding Master 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Stop Logging Your Thoughts: Mapping Agentic Reasoning Traces to Custom JFR Events for Zero-Overhead Debugging
Stop Killing Your Throughput: Mapping Agentic Reasoning to Custom JFR Events In 2026, if...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
I Built the DNS for AI Agents — Here's Why
I Built the DNS for AI Agents — Here's Why The problem: Every AI agent developer reinvents discovery. You build a business verifier, I build an SEO analyzer, so