Core AI

AI Agents & Automation

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

11,627
lessons
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 4,478 reads from curated sources

Forkline: Building AI runners for engineering teams
Dev.to · Alexander Gil Casas 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Forkline: Building AI runners for engineering teams
Most AI tooling conversation still treats coding agents as private developer tools. I became more...
MACF: The 6-Component Framework Every Enterprise Multi-Agent AI System Needs
Dev.to · Ashutosh Rana 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
MACF: The 6-Component Framework Every Enterprise Multi-Agent AI System Needs
Most multi-agent frameworks give you agent wiring. They don't give you compliance enforcement, privacy filtering, or a tamper-evident audit trail. MACF fills th
Building a Harness: How We Standardized Agentic Coding in a Real Codebase
Dev.to · Ian Johnson 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Building a Harness: How We Standardized Agentic Coding in a Real Codebase
Refactoring the agent harness into a standardized model
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The AIPM Manifesto: Digital Sovereignty in the Age of Algorithmic Synthesis
People ask AI about your company. I manage what it says. Continue reading on Medium »
Beyond Prompt Engineering: The Rise of AI Steering
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Beyond Prompt Engineering: The Rise of AI Steering
Why the best AI practitioners have stopped prompting — and started building systems that govern themselves Continue reading on Level Up Coding »
Beyond Prompt Engineering: The Rise of AI Steering
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Beyond Prompt Engineering: The Rise of AI Steering
Why the best AI practitioners have stopped prompting — and started building systems that govern themselves Continue reading on Level Up Coding »
How We Shipped a Production-Grade AI Expense Tracker in Under 60 Days
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
How We Shipped a Production-Grade AI Expense Tracker in Under 60 Days
A consumer-grade AI app — 16 feature modules, 50+ API endpoints, 6 AI integrations, iOS and Android — from blank canvas to App Store and… Continue reading on Me
How We Shipped a Production-Grade AI Expense Tracker in Under 60 Days
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
How We Shipped a Production-Grade AI Expense Tracker in Under 60 Days
A consumer-grade AI app — 16 feature modules, 50+ API endpoints, 6 AI integrations, iOS and Android — from blank canvas to App Store and… Continue reading on Me
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The Rahsi Agent Control Plane™ | Designing Microsoft’s Enterprise AI Nervous System
Rahsi Agent Control Plane™: Designing Microsoft’s Enterprise AI Nervous System The Enterprise AI Agent Is Not a Chatbot Let's Connect & Continue the Convers
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
🌾 I Built a System of Action: An Autonomous Agri-Agent for Smart Irrigation
This is a submission for the Google Cloud NEXT Writing Challenge Farmers don't need more advice. They need systems that act . At Google Cloud NEXT '26, one anno
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
I don't want to give Claude SSH access to my home server
AI agents are getting scary good at ops work. Claude Code, Codex, OpenHands — they can SSH into a server, read logs, restart containers, fix configs. It works.
Towards Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Agentic AI: How to Save on Tokens
Caching, lazy-loading, routing, compaction, and more The post Agentic AI: How to Save on Tokens appeared first on Towards Data Science .
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Meet Shapes, the app bringing humans and AI into the same group chats
Think Discord chats, but with AI characters in addition to humans.
The Secret To AI Adoption? Make It Fun
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 ...