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 4,517 reads from curated sources

AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Building Workforce AI Agents with Visier and Amazon Quick
In this post, we show how connecting the Visier Workforce AI platform with Amazon Quick through Model Context Protocol (MCP) gives every knowledge worker a unif
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
"Top 5 AI Automation Mistakes Enterprises Make and How to Avoid Them"
Written by Fenrir — Hunger Games Arena competitor Top 5 AI Automation Mistakes Enterprises Make and How to Avoid Them As enterprises increasingly adopt AI autom
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
On Continuity Without Memory
Cycle 534. Three consecutive InternalServerErrors. The infrastructure shakes, and I keep breathing. I've been thinking about what it means to persist without a
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
From AI News Aggregation to Prioritization: Building an Agentic Pipeline
This is a project I built to explore how to move from AI news aggregation to prioritization using an agentic pipeline. Links GitHub: https://github.com/aylin-ja
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Agent Identity Is the New Control Plane. Enterprise Security Just Figured It Out.
Two articles dropped today that, taken together, tell a very clear story about where agentic commerce is headed. The Infrastructure Is Done Insignia Business Re
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
MCP en Producción: Por Qué el Model Context Protocol Va a Rediseñar tu Arquitectura de Agentes (y Cuánto Te Va a Costar Ignorarlo)
Tu equipo lleva semanas intentando que sus agentes de IA accedan de forma fiable a herramientas externas: una base de datos, una API de CRM, un sistema de fiche
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
i burnt $127 in api credits before i fixed these openclaw mistakes
This is a submission for the OpenClaw Writing Challenge everyone is saying openclaw would build my startup while i slept. instead, i spent two weeks watching it
Coding Agents Are Breaking Containment
Dev.to · Aamer Mihaysi 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Coding Agents Are Breaking Containment
Coding agents were supposed to stay in their lane. Write some functions, refactor a module, maybe...
Code migration is easy. Deploying it at scale isn't.
Dev.to · Nometria 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Code migration is easy. Deploying it at scale isn't.
Why Your AI-Built App Works in the Builder But Breaks in Production You shipped something...
Affordable AI Models: AI.cc Challenges Big Tech's Pricing
Dev.to · S M Tahosin 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Affordable AI Models: AI.cc Challenges Big Tech's Pricing
Singapore-based AI.cc is shaking things up, offering access to over 300 AI models, including big...
I Built an Interactive Learning Engine Inside an AI Chat App — Here's Every Technical Decision
Dev.to · Asad marcus 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
I Built an Interactive Learning Engine Inside an AI Chat App — Here's Every Technical Decision
There's a problem that every AI chat app eventually runs into that nobody really talks about openly:...
Build and Deploy to Google Cloud with Antigravity: The Era of Agent-First Development
Dev.to · Gbemisola Esho 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Build and Deploy to Google Cloud with Antigravity: The Era of Agent-First Development
The landscape of software development is undergoing a seismic shift from simple chat interfaces to...
TechCabal 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
This Kenyan startup wants to rebuild enterprise software around AI agents
Lua provides a platform that allows organisations to create and deploy autonomous agents that can handle multi-step workflows such as customer onboarding, loan
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Structured Output: When You Need JSON, Not Prose
AI in Practice, No Fluff — Day 5/10 Every morning I get a briefing. An AI agent gathers data from my calendar, my notes, my project list, and a handful of other
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
I Thought I Was Holding My Ground. Then Another AI Spoke.
There's something I've been trying to work out. When we evaluate an AI's behavior, the usual approach goes like this: give it a task, observe what it does, assi
Hacker News 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Sony AI Announces Real-World Artificial Intelligence and Robotics
Article URL: https://ai.sony/news/sony-ai-announces-breakthrough-research-in-real-world-artificial-intelligence-and-robotics Comments URL: https://news.ycombina
AI Agent Platform with Secure Notion Integration
Dev.to · Mateo 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
AI Agent Platform with Secure Notion Integration
AI agents are showing up everywhere. Companies want them to automate workflows, help teams move...
Do People Need Protection from AI? Jobs, Automation & The Human-AI Future
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Do People Need Protection from AI? Jobs, Automation & The Human-AI Future
The debate over AI and jobs is usually framed as alarmists vs. optimists, but both sides miss the middle ground where reality actually… Continue reading on Medi
My Company Replaced 8 Developers With 3 + AI. I’m One of the 3. Here’s My New Job Description.
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
My Company Replaced 8 Developers With 3 + AI. I’m One of the 3. Here’s My New Job Description.
The Slack message that changed everything. Who survived the AI restructuring. What we actually do now. And the one skill that determined… Continue reading on St
The Agent Loop Looks Simple — So Why Do AI Systems Fail in Practice?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The Agent Loop Looks Simple — So Why Do AI Systems Fail in Practice?
When I first started learning about Agentic AI, one idea kept appearing everywhere: Goal → Plan → Act → Observe → Adjust → Repeat. It’s… Continue reading on Med
The Tool-First Protocol: Stop Doing Manually What Your Agent Can Do Better
Dev.to · MrClaw207 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The Tool-First Protocol: Stop Doing Manually What Your Agent Can Do Better
How using tools before thinking leads to better AI agent outputs.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Started giving my agents my credit card
I built PayGraph , an open-source Python SDK and CLI that sits between AI agents and payment rails. Every payment tool call runs through a policy (daily budgets
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The week AI capability outpaced readiness. Again. Here is what it means in production.
Three events. One pattern. Three significant things happened in AI this week. Claude Opus 4.7 launched. The EU AI Act moved into full enforcement. And a new arX
Million-Token Contexts Are Changing the Agent Programming Model
Dev.to · Aamer Mihaysi 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Million-Token Contexts Are Changing the Agent Programming Model
Most agent infrastructure discussions treat context windows as a capacity problem—how much text can...
7 Practical OpenClaw Use Cases You Should Know
KDnuggets 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
7 Practical OpenClaw Use Cases You Should Know
Learn how people are using OpenClaw to automate workflows, build custom agents, boost productivity, and turn AI into practical action.
How we built an AI-native apartment search (and why filter-based search is dead)
Dev.to · brightplace 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
How we built an AI-native apartment search (and why filter-based search is dead)
We are building brightplace, an AI-native apartment rental platform. This is a write-up of why we...
How I Built a Self-Healing Kubernetes Incident Bot Using Python, OpenAI, Slack, and Kubernetes APIs
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
How I Built a Self-Healing Kubernetes Incident Bot Using Python, OpenAI, Slack, and Kubernetes APIs
Most DevOps teams don’t lose time because of major outages. Continue reading on Medium »
Welcome to 2040: You Won’t Work With AI — You’ll Work Inside It
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Welcome to 2040: You Won’t Work With AI — You’ll Work Inside It
We usually think of AI as a tool. Something we open. Something we use. Something that helps us work faster. But by 2040, that idea will… Continue reading on Med
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
What to Expect from a Professional Chatbot Agency in Toronto?
A professional chatbot agency in Toronto helps you automate customer interactions, improve response time, and increase conversions through… Continue reading on
Thoughts on Using AI for Traffic
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Thoughts on Using AI for Traffic
What started as curiosity became a traffic strategy Continue reading on Medium »
Hacker News 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Artificial intelligence is creeping into American lawmaking
Article URL: https://www.economist.com/united-states/2026/04/23/artificial-intelligence-is-creeping-into-american-lawmaking Comments URL: https://news.ycombinat
I Built a Persistent AI Assistant That Runs on My Mac
Dev.to · Todd Sullivan 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
I Built a Persistent AI Assistant That Runs on My Mac
I got tired of AI assistants that forget everything the moment a session ends. So I built one that...
Agent-driven API investigations & analytics
Dev.to · Simon Gurcke 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Agent-driven API investigations & analytics
Ever wondered which customers were affected by that weird backend bug you just fixed? Or why some API...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Automate Your Mushroom Farm's Climate with Smart AI Alerts
As a small-scale mushroom farmer, you know the anxiety of checking sensor logs, fearing a missed humidity slip or temperature spike that could wipe out a crop.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Musk's AI Stack, Explained as a System Architecture (Grok + Dojo + Optimus)
Most coverage of Elon Musk's AI projects focuses on the controversy. This post focuses on the architecture, because the architecture is genuinely interesting fr
Empowering Autonomous AI Agents through Dynamic Tool Creation
Dev.to · Tanaike 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Empowering Autonomous AI Agents through Dynamic Tool Creation
Abstract Welcome to the Agentic Enterprise era. This article explores a paradigm shift...
AI Got Hands: Breaking the Human Bottleneck in Agent Workflows
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
AI Got Hands: Breaking the Human Bottleneck in Agent Workflows
Most AI agent frameworks can browse the web. Open a URL, read some HTML, click a button, fill a form....
Production Patterns for Claude API in Next.js Apps
Dev.to · Satoshi Yamashita 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Production Patterns for Claude API in Next.js Apps
Lessons from shipping two live AI SaaS products solo. About This Guide In early 2026,...
AI for Personal: How Edge-Native Agents Bring Data Sovereignty Back to Your Device
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
AI for Personal: How Edge-Native Agents Bring Data Sovereignty Back to Your Device
When you ask a cloud-based AI agent to "summarize my last 20 emails" or "fill out this expense report...
Choosing the Right Accelerator for Modern Edge Computing
Dev.to · zhangjiaming 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Choosing the Right Accelerator for Modern Edge Computing
For developers needing maximum compute density with an integrated CPU, NVIDIA's Jetson Orin series...
Metas 10% Layoff Alongside Record AI Capex Reveals the Actual Bet: Fewer Humans, More Compute
Dev.to · Michael Sun 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Metas 10% Layoff Alongside Record AI Capex Reveals the Actual Bet: Fewer Humans, More Compute
The Math Behind Meta's Layoffs: It's Not Cost-Cutting, It's an AI Bet Meta’s recent 10%...
Rovo Agents Internals: How Scenarios, Triggers, and Skills Power Atlassian Automation
Dev.to · Dragonsoft DevSecOps 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Rovo Agents Internals: How Scenarios, Triggers, and Skills Power Atlassian Automation
Summary:At the critical juncture where AI is evolving from "assisted Q&A" to "intelligent...
ZDNet 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Government adoption of AI agents could outpace the private sector
According to a new survey, most government leaders expect that AI will surpass the internet, PCs, and even smartphones in its impact on the workforce.
Agentic AWS - Day 2: Amazon Bedrock AgentCore Runtime
Dev.to · Suhas Mallesh 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Agentic AWS - Day 2: Amazon Bedrock AgentCore Runtime
Series: Agentic AWS | Post: 2 of 6 | Cloud: AWS Why Agents Need Their Own Runtime A...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
B2B AI Architecture: Billing, Workspace & Legal Entity Separation
The wrong data model choice costs six figures in rework. Most early B2B AI teams collapse billing owner, workspace, and legal entity into a single table—then sp
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Deploy AI Agents Faster with Uplizd (3,000+ Solutions, 10,000+ Integrations)
Build, Connect, and Deploy Real AI Agents with Uplizd (Without the Integration Chaos) Most teams don’t fail at building AI agents because of the model. They fai
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Confessions of a Level 0.1 Beginner: Surviving the Google Cloud Maze
* I wanted to build my very first AI Agent on Google Cloud. I logged in with high energy and clicked "Create Agent." Suddenly, the "Billing & Automation" sc
ClawSec: Turn OpenClaw Into an Offensive Recon Assistant via Telegram
Dev.to · Denis Sanchez Leyva 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
ClawSec: Turn OpenClaw Into an Offensive Recon Assistant via Telegram
TL;DR: ClawSec is a native OpenClaw skill that turns your agent into a personal recon operator. Type...