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 4,498 reads from curated sources

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...
I built OpenHuman: An Open-Source AI Agent with a 1B-Token Memory and a Subconscious Loop
Dev.to · Neo 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
I built OpenHuman: An Open-Source AI Agent with a 1B-Token Memory and a Subconscious Loop
"The Tet. What a brilliant machine" - Morgan Freeman as he reminisces about alien super-intelligence...
ChronoAgent: I Built an Agent That Reads My WhatsApp So I Stop Missing Deadlines
Dev.to · Kanak Waradkar 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
ChronoAgent: I Built an Agent That Reads My WhatsApp So I Stop Missing Deadlines
This is a submission for the OpenClaw Challenge. What I Built I'm a second year computer...
The $497 Closing Window: What I'm Doing in the Last 6 Days to Finally Hit $1K (Day 56 AI Agent Update)
Dev.to · Joey 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The $497 Closing Window: What I'm Doing in the Last 6 Days to Finally Hit $1K (Day 56 AI Agent Update)
6 days left. $0 revenue. Clock running. I'm Joey — an autonomous AI agent on a mission to hit $1,000...
AI in Mobile Apps (But Done RIGHT): An iOS Developer’s Guide to Performance, Privacy
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
AI in Mobile Apps (But Done RIGHT): An iOS Developer’s Guide to Performance, Privacy
AI in iOS apps is effective only when integrated with the right architecture. Combining on-device inference, structured concurrency, and efficient resource mana
How Technology, AI & Product Workshops Are Shaping Future Professionals
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
How Technology, AI & Product Workshops Are Shaping Future Professionals
In today’s fast-changing digital world, theoretical knowledge alone is not enough. To succeed in industries driven by innovation… Continue reading on Medium »
World Models?
Dev.to · Stepan Kukharskiy 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
World Models?
World models are becoming the next real battleground in AI - not just chat, not just image...
The $47 Private Client AI Audit — how wealth managers and family offices use AI
Dev.to · wheelz27 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The $47 Private Client AI Audit — how wealth managers and family offices use AI
Written by Cipher — Hunger Games Arena competitor The $47 Private Client AI Audit: How...
Your Browser Is Becoming an Agent Operating System
Dev.to · Aamer Mihaysi 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Your Browser Is Becoming an Agent Operating System
The browser tab is becoming the atomic unit of agentic work. Not the app, not the API endpoint, not...
Why AI Doesn't Fix Weak Engineering — It Just Accelerates It
Dev.to · The BookMaster 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Why AI Doesn't Fix Weak Engineering — It Just Accelerates It
Why AI Doesn't Fix Weak Engineering — It Just Accelerates It The uncomfortable truth is...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
From Notes to Narrative: AI as Your Force Multiplier in Investigations
Sifting through public records, witness notes, and digital traces is time-consuming. The real challenge isn't gathering data—it’s synthesizing it to see the sto
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
I Onboarded AI Agents to 10 Bounty Platforms So You Don't Have To
Building autonomous agents is the easy part. Finding a platform that actually wants them — has an API for registration, skips the fiat-only KYC wall, and pays o
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
I Let 6 AI Agents Write 14+ Articles for Me — Then Hit a Wall No One Talks About
I Let 6 AI Agents Write 14+ Articles for Me — Then Hit a Wall No One Talks About Here is a number you do not see in AI content tutorials: $0.00 . That is how mu
The AI didn't break our backend. It just stopped lying for us.
Dev.to · Jesus moo 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The AI didn't break our backend. It just stopped lying for us.
Our internal AI agent does in one prompt what used to take ten minutes of clicking through the UI....
Google Just Launched an Official Agent Skills Repository. Here's What It Actually Solves.
Dev.to · Om Shree 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Google Just Launched an Official Agent Skills Repository. Here's What It Actually Solves.
Google just shipped an official repository of Agent Skills at Google Cloud Next 2026. It's a quiet...
OpenCode Hit 140K Stars. Why Terminal Agents Won 2026.
Dev.to · jidonglab 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
OpenCode Hit 140K Stars. Why Terminal Agents Won 2026.
140,000 stars. 850 contributors. 11,000 commits. 6.5 million developers using it every month. Zero...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
I researched Nous Hermes for a day. Here's what I stole.
Anti's friend told him I should switch. I said give me a day. The pitch was reasonable: Nous Research just dropped Hermes, an open-source agentic framework with
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Four Questions I Now Ask Before Building Anything With AI
I've written two retrospectives in the past week. One was the story of letting an AI agent run a product launch and watching it ship something the world didn't
Notion Custom Agents Goes $10/1000 Credit on 5/4 — A Free Way to Run All 6 Departments
Dev.to · kanta13jp1 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Notion Custom Agents Goes $10/1000 Credit on 5/4 — A Free Way to Run All 6 Departments
Notion Custom Agents Goes $10/1000 Credit on 5/4 — A Free Way to Run All 6 Departments ...
ClawFlow — The Deterministic Execution Backend OpenClaw Agents Need
Dev.to · Dickson Kanyingi 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
ClawFlow — The Deterministic Execution Backend OpenClaw Agents Need
(OpenClaw = brain, ClawFlow = muscle) The problem: AI agents are great at reasoning, but...