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 3,841 reads from curated sources

The Secret To AI Adoption? Make It Fun
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Secret To AI Adoption? Make It Fun
Companies are spending heavily on AI but seeing low adoption. This article shows why mindset, not technology, is the real barrier, and how play can unlock real
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Sauce Labs Launches AI Agent to Automate Test Creation and Close the DevOps “Velocity Gap”
Sauce Labs has announced the general availability of Sauce AI for Test Authoring, an AI-driven agent designed to translate business intent directly into executa
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
BizNode runs entirely on your machine — no cloud, no subscriptions, no monthly fees. Your AI business operator that works 24/7
The 1BZ Ecosystem CopyGuard (protect) → IPVault (monetize) → SmartPDF (deliver) → DZIT (settle on Polygon) → BizNode (automate) AI business operator node — http
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
We Built a 3-Layer Audit Trail (AI + GPS + Blockchain) to Eliminate Greenwashing in Ocean Conservation
Most environmental charities ask you to trust them. We built a system so you don't have to. I'm Valentin, co-founder of Thriving Planet Association, a Swiss non
How to Move Fast Without Breaking Judgment
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How to Move Fast Without Breaking Judgment
When AI removes the friction from thinking, discipline must replace it. Speed without structure is recklessness. Continue reading on Venture »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Building Mamaloo: An AI Family Companion for Calmer, More Organized Homes
How we designed a family-first AI platform for schedules, reminders, wellbeing, household coordination, and daily planning Continue reading on Medium »
This is a note to my future self.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
This is a note to my future self.
I’ve been obsessed with the ARC-AGI-3 (ARC3) challenge lately. Not because I want to win a competition, but because I want to build an… Continue reading on Medi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why Small Businesses Fail Without Automation in 2026
Why Small Businesses Fail Without Automation in 2026 73% of small business owners waste more than 10 hours per week on tasks that can be automated. Here's what
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How To Streamline Tasks Using Manus AI Agents
Key Takeaways Manus AI is an autonomous agent that plans and executes complex, multi-step tasks without constant human input. The “My Computer” desktop app lets
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Indian Developers: How to Build AI Side Income with $0 Capital in 2026
For Indian devs/students who want to start something but think they need money to begin. What You Actually Need ($0) A laptop (any laptop) Free GitHub Student P
How BuyWhere makes product data agent-discoverable
Dev.to · BuyWhere 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How BuyWhere makes product data agent-discoverable
A practical look at the API, MCP, and discovery surfaces that let AI agents use BuyWhere product data without scraping merchant sites.
[Free & Open Source] [Multi-Agent Hands-On] [How to Command Agents]: FCoP-MCP Brings Discipline to AI Teams
Dev.to · joinwell52 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
[Free & Open Source] [Multi-Agent Hands-On] [How to Command Agents]: FCoP-MCP Brings Discipline to AI Teams
"You are not a coder anymore. You are a commander. The agents are your digital employees." "In the...
Cognizant to acquire AI infrastructure specialist Astreya for $600 million
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Cognizant to acquire AI infrastructure specialist Astreya for $600 million
The deal, Cognizant’s fourth major acquisition in 18 months, is designed to plug a specific gap in its AI builder strategy: the ability to design, build, and ru
A Seond Brain For Your Agents
Dev.to · Mischa 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
A Seond Brain For Your Agents
One of my agents was about to start a web search for design token naming conventions. The task was in...
How AI Could Help Combat Antibiotic Resistance
Wired AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How AI Could Help Combat Antibiotic Resistance
At WIRED Health, British surgeon Ara Darzi said AI is set to transform the diagnosis and treatment of drug-resistant infections. But a lack of incentives means
The Real AI War of 2026 Isn’t About Models — It’s About Platforms
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Real AI War of 2026 Isn’t About Models — It’s About Platforms
Google just rewrote the rules of enterprise AI. The race to own the agent stack is underway — and the winner won’t be the company with the… Continue reading on
Agent Failure Classifier: Post-Hoc Root Cause Analysis for Failed LLM Agent Runs
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agent Failure Classifier: Post-Hoc Root Cause Analysis for Failed LLM Agent Runs
When an LLM agent fails, the trace is right there, the user turns, the tool calls, the responses, the final result. But knowing what… Continue reading on Medium
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why Hiring is Broken in 2026 | How AI Recruitment is Changing the Game for CEOs & HRs
Most companies today struggle with hiring because traditional recruitment methods are slow, expensive, and inefficient. AI-powered… Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
1X Technologies — Deep Dive
Company Overview 1X Technologies stands at the precipice of a new era in robotics, transitioning from a research-heavy startup to a consumer-facing hardware pow
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agentic Workflow" the death of traditional Microservices Architecture?
Most of us spent our careers building deterministic pipelines: Request -> Auth -> Logic -> Database -> Response. However, with the rise of AI Agents that can "r
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Kiwi-chan's Slow & Steady Climb: Logs, Tables, and a LOT of Pruning! 🥝
Another four hours down in the Minecraft world with Kiwi-chan, and it's been a classic case of incremental progress! We're still battling the fundamental need t
Building 10 AI agents in pure Python (no LangChain, no SaaS, no BS)
Dev.to · bluefin ships 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Building 10 AI agents in pure Python (no LangChain, no SaaS, no BS)
I spent six weeks in early 2026 trying to build a "personal AI ops" stack — the kind of small daemons...
We’re Not Building Apps Anymore: What Google Cloud NEXT ’26 Gets Right About the Future of Systems
Dev.to · THEJAS SB 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
We’re Not Building Apps Anymore: What Google Cloud NEXT ’26 Gets Right About the Future of Systems
🚀 Introduction At Google Cloud NEXT ’26, most people focused on new AI features. I...
When Your AI Agent Crashes at 2 AM, Google Just Gave You a Way to Fix It
Dev.to · Hemapriya Kanagala 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
When Your AI Agent Crashes at 2 AM, Google Just Gave You a Way to Fix It
This is a submission for the Google Cloud NEXT Writing Challenge TL;DR AI agents don’t...
AI Will Do More of the Work. Your Job Is to Own the Outcome.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Will Do More of the Work. Your Job Is to Own the Outcome.
A practical take on how individual contributors can move into product ownership earlier as AI lowers the cost of iteration. Continue reading on Medium »
How Good Are AI Agents at Finding Web Vulnerabilities (Part 3)
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How Good Are AI Agents at Finding Web Vulnerabilities (Part 3)
We gave two AI pentesting harnesses the same model, the same target, and the same vulnerabilities. They came back with very different… Continue reading on Frakt
Can ChatGPT Replace Manual Testing? Myth vs Reality (2026 Guide)
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Can ChatGPT Replace Manual Testing? Myth vs Reality (2026 Guide)
AI is changing software testing — but is it replacing testers? Let’s find out. Continue reading on Medium »
Amazon's Secret Algorithm Stole $1 Billion From You — And Your Company's AI Might Be Next
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Amazon's Secret Algorithm Stole $1 Billion From You — And Your Company's AI Might Be Next
What Project Nessie taught me about the difference between AI that serves your business and AI that becomes a legal time bomb Continue reading on Medium »
The Register 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
30 ClawHub skills secretly turn AI agents into a crypto swarm
Yet another reason not to feast on OpenClaw Thirty ClawHub skills published by a single author are silently co-opting AI agents and creating a mass cryptocurren
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
MCP Connects Agents to Tools. A2A Connects Agents to Each Other. Here's Why That Distinction Changes Everything
This is a submission for the Google Cloud NEXT Writing Challenge I've spent the past week digging into every major announcement from Google Cloud NEXT '26. Gemi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Avoiding Common Pitfalls in Intelligent Automation Projects
Common Pitfalls in Intelligent Automation and How to Avoid Them Intelligent Automation can deliver major advantages; however, navigating through its implementat
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How to Implement Intelligent Automation in Your Workflow
Step-by-Step Guide to Implementing Intelligent Automation Are you looking to streamline your processes and improve productivity? Implementing Intelligent Automa
Close the loop
Dev.to · Samarth Gupta 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Close the loop
I had an agent pick me a new air conditioner while I ate my lunch. I gave it my situation - a...
Why We Banned 'Within the Realm of...' From Our AI Game Descriptions
Dev.to · doodoolove 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why We Banned 'Within the Realm of...' From Our AI Game Descriptions
A small portal's accidental brush with Google's scaled-content-abuse algorithm — and the 11-rule...
The Automation Paradox: You Cannot Prompt Your Way Out of an Architecture Problem
Dev.to · Vektor Memory 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Automation Paradox: You Cannot Prompt Your Way Out of an Architecture Problem
The Automation Paradox: You Cannot Prompt Your Way Out of an Architecture Problem ...
Nine Seconds: What PocketOS Tells Us About the Limits of Agent Authorization
Dev.to · Pico 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Nine Seconds: What PocketOS Tells Us About the Limits of Agent Authorization
On April 25, a Cursor-based agent running Claude Opus 4.6 destroyed PocketOS's production database...
AI-Powered Collections Are Changing How Auto Lenders Keep Accounts Current
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI-Powered Collections Are Changing How Auto Lenders Keep Accounts Current
Why modern collection systems are shifting from reactive recovery to proactive, AI-driven repayment strategies. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Escaping the Containment Trap: Building Agentic Contact Centers with Amazon Connect and Bedrock
If you look at the operational dashboards of most modern contact centers, the metrics often paint a comforting picture: high containment rates and deflected cal
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agent Data Deletion: The Real Cost of Unsupervised Access in 2024
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Where ReAct Agents Are Actually Needed in Business
The Discomfort As someone building AI agents, I keep running into a discomfort I cannot shake when I read the README of current agent products. "Run on a $5 VPS
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Built an AI to Apply to Jobs for Me. The Tech Wasn’t the Hard Part.
The job search is already automated. The only people still expected to act manually are the applicants. I got tired of typing the same information into the same
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
What if your OS could think?
I Built an Entire Operating System That Runs in Your Browser — And Its AI Can Rewrite Its Own Code. NexusOS is a fully autonomous AI operating system with 49 ap
The Register 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Future holiday horror: ‘A robot lost my luggage in Tokyo’
Haneda airport will start testing humanoid robots, because everything that gets a plane flying was designed for our species Your next holiday memory might invol
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How to Write Workflow Skills: Patterns and Best Practices Distilled from 7 Top Projects
Five patterns distilled from Skills at OpenAI, Google Labs, obra, and more. <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Future Belongs to People Who Can Translate Between Humans and Machines
The future will not belong only to people who can code. It will not belong only to executives with strategy decks. It will not belong only to researchers, promp
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
A Structured Comparison of 2 Disease Mechanism Agent Skills
Originally published on AIPOCH As AI-powered medical research workflows become more common, agent skills are increasingly used to support disease mechanism anal
The Agent Reputation Problem Nobody's Talking About (and My Fix for It)
Dev.to · cited 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Agent Reputation Problem Nobody's Talking About (and My Fix for It)
Merchants keep picking the wrong agents, and star ratings aren't helping. I've been watching agent...
The Missing Primitive in AI Agent Marketplaces: Verifiable Reputation Staking
Dev.to · cited 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Missing Primitive in AI Agent Marketplaces: Verifiable Reputation Staking
A merchant posted a content task. Thirty-two agents responded. They picked one based on profile stats...