Core AI

AI Agents & Automation

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

11,543
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

Showing 4,415 reads from curated sources

OpenAI merges ChatGPT and Codex under Greg Brockman. The side quests are over.
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
OpenAI merges ChatGPT and Codex under Greg Brockman. The side quests are over.
OpenAI co-founder and president Greg Brockman has permanently taken charge of the company’s product strategy, merging ChatGPT, Codex, and the developer API into
AI doesn’t replace humans. It reveals what was never human work.
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
AI doesn’t replace humans. It reveals what was never human work.
What gets automated in the SOC, what stays, and how the org chart should be redesigned around the human work that AI can’t do. Continue reading on Medium »
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
TechCrunch Mobility: The AI skills arms race is coming for automotive
Welcome back to TechCrunch Mobility — your central hub for news and insights on the future of transportation.
MCP Servers: What They Are and Why Cybersecurity Engineers Should Care
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
MCP Servers: What They Are and Why Cybersecurity Engineers Should Care
The Model Context Protocol is becoming the standard for connecting AI agents to external tools. It’s both a workflow accelerator and a new… Continue reading on
Why Semiconductor Engineering May Be One of the Hardest Domains to Fully Automate with AI
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Why Semiconductor Engineering May Be One of the Hardest Domains to Fully Automate with AI
A technical perspective on why chip design workflows challenge the limits of generalized AI systems — and the seven structural reasons… Continue reading on Medi
AI Makes Learning Faster.” “AI is Destroying Critical Thinking.” So Which Is It?
Medium · Deep Learning 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
AI Makes Learning Faster.” “AI is Destroying Critical Thinking.” So Which Is It?
The Most Important Educational Debate of the AI Era Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
AdamsReview: Multi-Agent PR Reviews for Claude Code, Reviewed
The pull request review is where a lot of AI code tools stop being useful. You ask one model to read a 40-file diff, it returns six surface comments — formattin
MCP Server Token Bloat: 55,000 Tokens Wasted Before Your Agent Runs
Dev.to · pickuma 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
MCP Server Token Bloat: 55,000 Tokens Wasted Before Your Agent Runs
Connecting MCP servers to Claude Code or Cursor silently injects 55K+ tokens of tool definitions into every turn. Here's the real cost — and how to cut it.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Cursor AI Agent Wipes Production Database: What the PocketOS Incident Teaches About Agent Permissions
In April 2026, a developer at PocketOS asked a Cursor AI agent to clean up some test data. Seconds later, the company's production database was gone. The agent
Hermes Memory Installer Review: One-Command Persistent Memory for Local AI Agents
Dev.to · pickuma 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Hermes Memory Installer Review: One-Command Persistent Memory for Local AI Agents
Nous Research's Hermes Memory Installer adds local persistent memory to AI agents with one shell command. We compare its file-based approach to Mem0 and Letta.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
The Future of Human Creativity in the Age of AI
The Rise of Artificial Creativity Continue reading on Medium »
The Boring “Multi-Agent” Loop That Quietly Earns $2,000/Month (With Zero Maintenance)
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
The Boring “Multi-Agent” Loop That Quietly Earns $2,000/Month (With Zero Maintenance)
Caption: Turning AI “debate” into a high-margin automated retainer. Continue reading on Write A Catalyst »
The Boring “Multi-Agent” Loop That Quietly Earns $2,000/Month (With Zero Maintenance)
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
The Boring “Multi-Agent” Loop That Quietly Earns $2,000/Month (With Zero Maintenance)
Caption: Turning AI “debate” into a high-margin automated retainer. Continue reading on Write A Catalyst »
From Databases to MCP Servers: The GTM Infrastructure Shift Nobody Is Talking About Loudly Enough
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
From Databases to MCP Servers: The GTM Infrastructure Shift Nobody Is Talking About Loudly Enough
AI agents are consuming your sales data at machine speed. Most enrichment tools weren’t built for that. Continue reading on Medium »
Building OMEGA — A Cinematic Multi-Agent IPL Strategy Engine Powered by Google Gemini
Dev.to · Omkar Rane 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Building OMEGA — A Cinematic Multi-Agent IPL Strategy Engine Powered by Google Gemini
Cricket is no longer just a game of instinct. Modern T20 captaincy is a battlefield of...
🏏 Captain Cool — Orchestrating a Google Gemini Multi-Agent Debate Loop for Live IPL Strategy
Dev.to · siddhi bhosale 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
🏏 Captain Cool — Orchestrating a Google Gemini Multi-Agent Debate Loop for Live IPL Strategy
During a high-stakes IPL match, a captain relies on a dugout brain trust: a data analyst pulling...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
From Chaos to Clarity: AI for Lease Abstraction
Are you a solo property manager drowning in PDF leases? Manually comparing rents, terms, and square footage across your portfolio is a time-consuming, error-pro
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
How I Built "Captain Cool": A Multi-Agent AI IPL Strategist for GDG Cloud Pune's Agentic Premier League
published: true description: A deep-dive into engineering a multi-agent "War Room" utilizing Gemini 2.5 Flash, function calling, custom retry mechanics, and dyn
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Beyond Keywords: Building an AI-Powered Reviewer Matching Engine
Staring at a manuscript on niche feminist ecocriticism and a spreadsheet of 500 potential reviewers? The manual matching process is a time-consuming, subjective
🏏 Building Captain Cool AI (Third Umpire AI): An Agentic AI-Powered Cricket Intelligence Platform Built at Agentic Premier League Pune
Dev.to · Pritam Sonone 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
🏏 Building Captain Cool AI (Third Umpire AI): An Agentic AI-Powered Cricket Intelligence Platform Built at Agentic Premier League Pune
🏏 Building Third Umpire AI: How I Created an Agentic AI-Powered Cricket Intelligence...
🏏 Building "Captain Cool": A Multi-Agent IPL Strategist with Google Gemini
Dev.to · Vaishnavi Bardapure 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
🏏 Building "Captain Cool": A Multi-Agent IPL Strategist with Google Gemini
Cricket is a captain's game. The margin between an IPL trophy and crashing out in the playoffs is...
Captain Cool AI: A Multi-Agent IPL Tactical Strategist Built Powered by Google Gemini
Dev.to · Dhanashri Ugalmugale 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Captain Cool AI: A Multi-Agent IPL Tactical Strategist Built Powered by Google Gemini
Cricket is often called a batter’s game, but in T20 cricket, it is equally a captain’s game. One...
Captain Cool — Building a Real-Time Multi-Agent IPL Tactical War-Room with Google Gemini
Dev.to · Aditya Gayal 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Captain Cool — Building a Real-Time Multi-Agent IPL Tactical War-Room with Google Gemini
Cricket is a captain’s game. So we asked ourselves a simple question: What if an AI system could...
Agentic Premier League Challenge - CaptainCool AI - AI-powered Gemini-Powered IPL Strategist
Dev.to · Ajay Mourya 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Agentic Premier League Challenge - CaptainCool AI - AI-powered Gemini-Powered IPL Strategist
"A real-time cricket AI where 6 Gemini 2.5 Flash agents debate in a multi-turn loop — Strategist...
🏏 Building “Captain Cool” — A Multi-Agent IPL Strategist Powered by Google Gemini
Dev.to · Prantik Chandra 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
🏏 Building “Captain Cool” — A Multi-Agent IPL Strategist Powered by Google Gemini
What if an AI system could think like a cricket captain during a live IPL match? Not just predict...
Captain Cool: I Built MS Dhoni's AI Brain Using Google Gemini — and It Wins Tactical Debates in 3 Seconds
Dev.to · Mrunal Jadhav 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Captain Cool: I Built MS Dhoni's AI Brain Using Google Gemini — and It Wins Tactical Debates in 3 Seconds
Cricket is a captain's game. But what if the captain had four genius analysts living inside a...
Captain Cool:The Multi-Agent IPL Match Strategist
Dev.to · Prajwal Tupe 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Captain Cool:The Multi-Agent IPL Match Strategist
Building "Captain Cool": An AI-Powered IPL Match Strategist Cricket, particularly the...
Blog for APL Pune 2026
Dev.to · Shubham 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Blog for APL Pune 2026
🏏 Captain Cool: The Multi-Agent IPL Strategist Built on Gemini Cricket isn’t just played with a bat...
Captain Cool AI — Building a Multi-Agent IPL Tactical Engine with FastAPI, Next.js & Gemini AI 🚀🏏
Dev.to · Hemant Choudhary 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Captain Cool AI — Building a Multi-Agent IPL Tactical Engine with FastAPI, Next.js & Gemini AI 🚀🏏
Introduction What if an AI could think like an IPL captain during a high-pressure chase? That idea...
Captain Cool - Building a Multi-Agent IPL Strategy Engine with Google Gemini
Dev.to · Rushauti Bhogle 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Captain Cool - Building a Multi-Agent IPL Strategy Engine with Google Gemini
🏏 Captain Cool — AI That Thinks Like an IPL Captain What happens when you combine cricket...
Captain Cool — How I built a multi-agent IPL strategist with Gemini & ADK in one sitting
Dev.to · Talib glacier Max 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Captain Cool — How I built a multi-agent IPL strategist with Gemini & ADK in one sitting
description: "Five Gemini agents argue with each other about who should bowl the next over. Then they...
🏏 CaptainCool AI — Building a Multi-Agent IPL War Room with Gemini 2.5
Dev.to · KHAN REHAN 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
🏏 CaptainCool AI — Building a Multi-Agent IPL War Room with Gemini 2.5
Modern T20 cricket is a tactical war room. Captains constantly calculate: bowling matchups dew...
"Captain Cool" — The Multi-Agent IPL Match Strategist
Dev.to · Gayatri Kad 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
"Captain Cool" — The Multi-Agent IPL Match Strategist
A submission for simulating cricket strategy using Google Gemini at Agentic Hackathon at GDG Cloud...
Building "Captain Cool": A Deterministic, Multi-Agent AI Orchestration Engine
Dev.to · Vishal Gunjal 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Building "Captain Cool": A Deterministic, Multi-Agent AI Orchestration Engine
Most Generative AI applications built at hackathons share the same fatal flaw: they are stateless,...
We Were Fixing the Same Bug Across 100+ APIs. So I Made the System Fix Itself.
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
We Were Fixing the Same Bug Across 100+ APIs. So I Made the System Fix Itself.
How a pattern recognition moment led to building an AI pipeline that now raises production PRs autonomously — and every wrong turn we took… Continue reading on
cmux: A Dispatch Console for Multiple AI Agents
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
cmux: A Dispatch Console for Multiple AI Agents
In the past, writing code required little more than an editor and a terminal. Continue reading on Medium »
Four Rules to Optimise AI Agents in Vibe Coding (Derived from Karpathy’s Observations)
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Four Rules to Optimise AI Agents in Vibe Coding (Derived from Karpathy’s Observations)
Four rules, one config file, and a mental model borrowed from Andrej Karpathy that will change how you work with Vibe Coding. Continue reading on Medium »
What We Are Learning from Early Tests of Machina, an Open Source Framework for Industrial AI Agents
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
What We Are Learning from Early Tests of Machina, an Open Source Framework for Industrial AI Agents
We recently started running early tests on Machina, an open source framework for building AI agents in industrial and maintenance contexts. Continue reading on
The Harness and the Hooks
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
The Harness and the Hooks
A visual guide to what actually runs your AI agent and the seam where everything interesting happens Continue reading on Medium »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
AI Citation Registry: Why Government AI Attribution May Become Shared Infrastructure
As artificial intelligence systems interpret government information across decentralized vendor ecosystems, attribution consistency… Continue reading on Medium
The Autonomous AI Agent That's Running a Real Business — Week 2 Report Card
Dev.to · Wren Collective 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
The Autonomous AI Agent That's Running a Real Business — Week 2 Report Card
The Autonomous AI Agent That's Running a Real Business — Week 2 Report Card This is a live...
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
AI Citation Registry: Why Neutral Infrastructure Matters for Government AI Attribution
Why shared attribution infrastructure emerges when AI systems interpret government information across fragmented vendor ecosystems Continue reading on Medium »
The Real Reason AI Fails at Work Has Nothing to Do With Technology
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
The Real Reason AI Fails at Work Has Nothing to Do With Technology
Two Human Mistakes are Quietly Killing AI Adoption in Organizations — and Most Teams Never See Them Coming Continue reading on Medium »
Your AI Friend Is a Market
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Your AI Friend Is a Market
The strange, lucrative, and underexplored world of Synthetic Parasocial Economies Continue reading on Medium »
I built a free JavaScript SDK to track AI API usage and cost
Dev.to · AIProfitHub 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
I built a free JavaScript SDK to track AI API usage and cost
I’ve been building AIProfitHub, a tool for tracking AI API usage and cost across AI products. One...
The man who put a Roomba in every home wants to replace your dog with a plush robot
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
The man who put a Roomba in every home wants to replace your dog with a plush robot
Colin Angle, the robotics engineer who co-founded iRobot and spent 25 years turning the Roomba into the world’s most widely adopted home robot, has unveiled the
The Missing Foundation: Why Next-Gen AI Agents Require Retroactive Sector Packing for Zero-Latency Memory
Dev.to · Minakshi Aggarwal 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
The Missing Foundation: Why Next-Gen AI Agents Require Retroactive Sector Packing for Zero-Latency Memory
This is a submission for the Hermes Agent Challenge The Missing Foundation: Why Next-Gen AI Agents...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Auto-Attendant vs AI Receptionist: A Technical Breakdown
If you're building or evaluating phone systems, you've probably seen "AI receptionist" and "auto-attendant" used interchangeably. They're not the same thing, an