Core AI

AI Agents & Automation

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

34,985
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
All Reads (26,890) Articles (6928)Blog Posts (10204)Tutorials (4627)Research Papers (3810)News (1321)
I ran two AI builders in parallel at a solo hackathon — here's what the 429 errors revealed
Dev.to · TheProdSDE 🤖 AI Agents & Automation ⚡ AI Lesson 20h ago
I ran two AI builders in parallel at a solo hackathon — here's what the 429 errors revealed
At a 3-hour Google for Developers hackathon, I ran two AI builders simultaneously on the same...
Deputy CEO to Solo AI Dev: What My Executive Past Actually Built
Dev.to · Elena Revicheva 🤖 AI Agents & Automation ⚡ AI Lesson 20h ago
Deputy CEO to Solo AI Dev: What My Executive Past Actually Built
Originally published on AIdeazz — cross-posted here with canonical link. My first production AI...
Shipping an AI MVP in 30 days
Dev.to · Doktouri 🤖 AI Agents & Automation ⚡ AI Lesson 20h ago
Shipping an AI MVP in 30 days
A week-by-week plan to take an AI product idea to a working MVP in a month — scope discipline, the right shortcuts, and what to defer.
AI agents vs workflows
Dev.to · Doktouri 🤖 AI Agents & Automation ⚡ AI Lesson 20h ago
AI agents vs workflows
Autonomous agents are exciting, but deterministic workflows often win. A clear framework for choosing between them for your AI feature.
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 20h ago
This startup thinks robotics is about to have its ChatGPT moment
General Intuition is betting millions of hours of video game data can train the foundation models for physical AI, making it easier to build smarter robots with
Epistemic Agents and Epistemic Memory: Teaching AI Systems to Know What They Know
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 20h ago
Epistemic Agents and Epistemic Memory: Teaching AI Systems to Know What They Know
Why the next leap in agentic AI isn’t more tools or longer context — it’s a model of its own uncertainty Continue reading on Medium »
Every AI Company Needs a Context Graph. None of Them Need the Same One.
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 20h ago
Every AI Company Needs a Context Graph. None of Them Need the Same One.
AI agents that can’t carry structured state across sessions degrade on repeated work. They lose what worked, what failed, which sources… Continue reading on Med
Every AI Company Needs a Context Graph. None of Them Need the Same One.
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 20h ago
Every AI Company Needs a Context Graph. None of Them Need the Same One.
AI agents that can’t carry structured state across sessions degrade on repeated work. They lose what worked, what failed, which sources… Continue reading on Med
You’re Still Manually Choosing Which AI to Use. There’s a Better Way.
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 21h ago
You’re Still Manually Choosing Which AI to Use. There’s a Better Way.
every time you open a new tab and think “okay should i use chatgpt or claude for this” you’re doing a job that shouldn’t be yours anymore Continue reading on Me
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 21h ago
Unlocking the Power of Agentic AI: A Deep Dive into Autonomous AI Agents
Unlocking the Power of Agentic AI: A Deep Dive into Autonomous AI Agents In the rapidly evolving landscape of artificial intelligence, a new paradigm is emergin
The Three Witnesses to a Run
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 21h ago
The Three Witnesses to a Run
An agent says it checked the refund policy; the log says that check failed and it ruled on a stale copy. · Architecting the AI Coworker ·… Continue reading on M
The Three Witnesses to a Run
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 21h ago
The Three Witnesses to a Run
An agent says it checked the refund policy; the log says that check failed and it ruled on a stale copy. · Architecting the AI Coworker ·… Continue reading on M
The Verge 🤖 AI Agents & Automation ⚡ AI Lesson 17h ago
Meta is reportedly working on smart glasses that would be recording all the time
Meta might be the next company to make an always-on AI wearable. The company is working on prototype "super sensing" always-aware smart glasses that could conti
A Chinese lab open-sourced a video model they are calling a step toward a robot's brain. This clip is fully generated, no camera involved.
Reddit r/artificial 🤖 AI Agents & Automation ⚡ AI Lesson 21h ago
A Chinese lab open-sourced a video model they are calling a step toward a robot's brain. This clip is fully generated, no camera involved.
<img src="https://external-preview.redd.it/eTI4ZGlodjZ2MWNoMX8JIvfXHFnsY4mOcYCb5-0akOrrfhF4Rg_cIxPoygwJ.png?width=640&crop=smart&auto=webp&s=c633755
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 21h ago
Why ServiceNow Is No Longer Just ITSM: The Rise of the AI Enterprise Platform
How AI Agents, Workflow Data Fabric, and Enterprise Intelligence are redefining the future of digital transformation. Continue reading on Medium »
Durable handoffs for multi-agent pipelines
Dev.to · Cully 🤖 AI Agents & Automation ⚡ AI Lesson 21h ago
Durable handoffs for multi-agent pipelines
Multi-agent systems are sequential pipelines that look like distributed systems. A researcher...
What Happens When AI Meets Space Exploration?
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 21h ago
What Happens When AI Meets Space Exploration?
How machine learning helps scientists find new planets, read satellite images, and keep space safe from collisions Continue reading on Artificial Intelligence i
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
Why this CEO thinks video games make better training data than the internet
When it comes to achieving artificial general intelligence (AGI), large language models just don’t have what it takes. Models like ChatGPT and Claude are great
Part-1: Prompts Fade. Loops Improve. Skills Compound.
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
Part-1: Prompts Fade. Loops Improve. Skills Compound.
Three Generations of Human–AI Work Continue reading on Medium »
Your ORM’s Real Job Was Never Writing SQL. The AI Agent Just Proved It.
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
Your ORM’s Real Job Was Never Writing SQL. The AI Agent Just Proved It.
Agentic coding killed the convenience ORMs sold you, and made the safety they never advertised the only thing that still matters. Continue reading on The Ordina
Why I’m Building an AI Travel Planner, On Purpose
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
Why I’m Building an AI Travel Planner, On Purpose
I started a project to learn AI. It turned into an obsession — because itinerary generation is a far more beautiful problem than it looks. Continue reading on G
Agents Are Just State Machines: Rethinking Memory as an Immutable Event Log
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
Agents Are Just State Machines: Rethinking Memory as an Immutable Event Log
A customer downgrades from 500 to 200 seats on a Wednesday morning. The support agent processes the change. Two hours later, the renewal… Continue reading on Me
AI agents can now accept payments in 10 countries — Pix, UPI, GCash, PromptPay, konbini, KakaoPay (one MCP server each)
Dev.to · junter1989k-ai 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
AI agents can now accept payments in 10 countries — Pix, UPI, GCash, PromptPay, konbini, KakaoPay (one MCP server each)
Last week I built an MCP server so AI agents could accept payments in Taiwan. This week the same...
Introduction to Agentic AI: Defining Autonomous AI Agents and Their Real-World Impact
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
Introduction to Agentic AI: Defining Autonomous AI Agents and Their Real-World Impact
 Part 1 of 40 — Foundation Continue reading on Medium »
I hit Claude’s daily limit mid-conversation, and this free extension let me keep going on a…
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
I hit Claude’s daily limit mid-conversation, and this free extension let me keep going on a…
You’ve felt this before: a long chat, a ton of context built up, then — limit reached. Normally that context is just gone. Here’s the tool… Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
Routing: Classify the Input, Then Send It to a Specialist
Short version: Routing classifies an input and hands it to the specialist best suited to it. Anthropic calls it routing, and Google calls it the coordinator or
A Beginner’s Guide to Smolagents in Python
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
A Beginner’s Guide to Smolagents in Python
Part 10: Understanding the Smolagents Architecture Continue reading on Data And Beyond »
A Beginner’s Guide to Smolagents in Python
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
A Beginner’s Guide to Smolagents in Python
Part 9: Introducing Smolagents: From First Principles to a Modern Agent Framework Continue reading on Data And Beyond »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
I Cut My AI Bill From $847 to $4 By Switching to Chinese Models
I Cut My AI Bill From $847 to $4 By Switching to Chinese Models I'll be honest with you — when I first saw the pricing for DeepSeek V4 Flash, I thought somethin
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
Meta wants its AI glasses to seem less creepy. Its AI strategy says otherwise.
Meta is adding a new safeguard to stop people from secretly recording others with its AI glasses. But the update comes as the company continues to expand how mu
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
AI Gateway Fees Compared: Who Marks Up Your Tokens?
Comparing AI gateways on price sounds simple until you read the fine print. The number on the pricing page is rarely the number on your invoice, because gateway
Agentic AI Boundary Testing
Dev.to · Himanshu Agarwal 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
Agentic AI Boundary Testing
By Himanshu Agarwal — himanshuai.com Go deeper than this article. The full 30-chapter field guide...
# Wiring Real Agents Into Halo: From Stub Orchestrator to a Working Multi-Agent Pentest Pipeline
Dev.to · auto_majicly 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
# Wiring Real Agents Into Halo: From Stub Orchestrator to a Working Multi-Agent Pentest Pipeline
Yesterday I had five agent roles sketched out on paper. Today I actually wired them together and...
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
Automatically sort and prioritize your mailboxes by using Amazon Bedrock
In this post, we show how organizations in the public sector can automate their email management using a generative AI solution powered by Amazon Bedrock.
Building and connecting a production-ready ecommerce MCP server using Amazon Bedrock AgentCore and Mistral AI Studio
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
Building and connecting a production-ready ecommerce MCP server using Amazon Bedrock AgentCore and Mistral AI Studio
In this post, you build and connect that server end to end. You will implement MCP tools, set up two-layer JSON Web Token (JWT) authentication, deploy with AWS
How Much Isolation Do AI Agents Actually Need?
Dev.to · Sedai.io 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
How Much Isolation Do AI Agents Actually Need?
By Suresh Mathew, Sedai CEO When a tenant-isolation check failed in Asana's MCP server, roughly...
Super-Memory-Hermes-V1: A Semantic Vector Memory System for AI Agents
Dev.to · 卢艳峰 Shine 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
Super-Memory-Hermes-V1: A Semantic Vector Memory System for AI Agents
A semantic vector memory system for AI agents using sentence-transformers and Faiss
ktx Docs Review: Excellent for AI Agents, One Onboarding Gap
Dev.to · Virginia Nyambura Mwega 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
ktx Docs Review: Excellent for AI Agents, One Onboarding Gap
A few days ago I announced a personal challenge: reviewing AI startup documentation in public — one...
One symlink trick breaks 6 top AI coding agents, from Amazon
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
One symlink trick breaks 6 top AI coding agents, from Amazon
Security firm Wiz found one old Unix trick that breaks six popular AI coding assistants, from Amazon Q to Cursor. A booby-trapped repository can walk an agent p
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
Prime Intellect raises $130M Series A to help enterprises build their own AI agents
Founded in 2024, Prime Intellect’s goal is to give organizations capabilities to train their own agentic systems without relying on frontier AI labs.
Voice Agent Architectures Explained
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
Voice Agent Architectures Explained
Every voice agent does the same three things. It listens, it thinks, and it talks back. The...
How Conversation Context Boosts Voice Agent Accuracy
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
How Conversation Context Boosts Voice Agent Accuracy
Here's a small experiment. Say "user at assembly a-i dot com" out loud and imagine transcribing it...
The Quiet Sabotage of Shadow AI in Your Operations
Dev.to · Mohamed 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
The Quiet Sabotage of Shadow AI in Your Operations
There is a conversation happening in your company right now that you are not part of. It is not...
What Agentic AI Means for SAP Governance
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
What Agentic AI Means for SAP Governance
The AI revolution is no longer just about speed or capability — it’s about autonomous decision-making. Continue reading on Medium »
Hashrate Reincarnation: Converting Computational Commodity into Sovereign Intelligence.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
Hashrate Reincarnation: Converting Computational Commodity into Sovereign Intelligence.
Introduction: The End of Commodity Compute Continue reading on Medium »
Reddit Is Quietly Deciding What ChatGPT Tells You — Here’s How Brands Are Gaming It
Medium · SEO 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
Reddit Is Quietly Deciding What ChatGPT Tells You — Here’s How Brands Are Gaming It
The next time ChatGPT recommends a product to you because “Reddit users seem to love it,” pause for a second. Continue reading on Medium »
Gemini Managed Agents Can Now Run in the Background
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
Gemini Managed Agents Can Now Run in the Background
How to fire a managed agent, disconnect, and reconnect later to collect the result, using the Interactions API. Continue reading on Google Cloud - Community »
I Built an Error Notebook for My AI Agent - 266 Rules, 66 Interceptions, and a Demo You Can Run
Dev.to · Xin & EQ 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
I Built an Error Notebook for My AI Agent - 266 Rules, 66 Interceptions, and a Demo You Can Run
This article is co-authored with my AI agent. I handle real experience, judgment, and final sign-off;...