Core AI

AI Agents & Automation

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

11,711
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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 4,544 reads from curated sources

Five Steps To Agents That Improve While You Sleep
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Five Steps To Agents That Improve While You Sleep
A senior AI product manager at Google runs a team of six agents on a Mac Mini. Continue reading on Medium »
MiniMax M2.7 Just Went Open-Weight — Run a Powerful AI Agent on Your Own Machine
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MiniMax M2.7 Just Went Open-Weight — Run a Powerful AI Agent on Your Own Machine
No API limits. No paywalls. No lock-in. Continue reading on GoPenAI »
MiniMax M2.7 Just Went Open-Weight — Run a Powerful AI Agent on Your Own Machine
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MiniMax M2.7 Just Went Open-Weight — Run a Powerful AI Agent on Your Own Machine
No API limits. No paywalls. No lock-in. Continue reading on GoPenAI »
Everyone Said AI Would Take Engineering Jobs. They Were Right.
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Everyone Said AI Would Take Engineering Jobs. They Were Right.
However they are wrong about the reason. Continue reading on Vibe Coding »
Is Claude Mythos a Genuine Breakthrough or the Most Expensive PR Stunt in AI History?
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Is Claude Mythos a Genuine Breakthrough or the Most Expensive PR Stunt in AI History?
Anthropic has had a very interesting few weeks. Within seven days in late March, three things happened in sequence: an internal… Continue reading on Medium »
7 Things Beginners Should Know About OpenClaw
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
7 Things Beginners Should Know About OpenClaw
What it actually does, why it went viral, and whether you should use it. Continue reading on No Time »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Sleep Channel Empire with AI Agents
Building a Sleep Channel Empire with AI Agents YouTube sleep channels are one of the most passive income opportunities on the platform. 8-12 hour videos. Ambien
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why Observability Matters More Than Orchestration in Multi-Agent AI
Why Observability Matters More Than Orchestration in Multi-Agent AI Everyone is obsessed with orchestration. Which framework routes tasks between agents? Which
AI Is Erasing The Consumer Class
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Is Erasing The Consumer Class
The consumer economy runs on the middle class. AI is eating it alive. Economic death spiral through AI automation Continue reading on Medium »
Tu Primer Agent Skill: Guía Paso a Paso
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Tu Primer Agent Skill: Guía Paso a Paso
Introducción Continue reading on Medium »
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Agent Inside Workflow vs Workflow Inside Agent — Part 2: Code
In a previous post I walked through the conceptual distinction between Agent Inside Workflow and Workflow Inside Agent. The short version… Continue reading on M
Building the Sonic Curator: Orchestrating 6 AI Agents with LangGraph, FastAPI, and Spotify.
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building the Sonic Curator: Orchestrating 6 AI Agents with LangGraph, FastAPI, and Spotify.
A Multi-agent orchestration to conduct your night out Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How to Stop AI Agent Cost Blowups Before They Happen
You deploy a four-agent pipeline that should cost about $0.80 per run. By end of day it has burned through $47 on a single stuck researcher loop. Sound familiar
MCP vs. Function Calling vs. Tool Use: What’s the Difference and When to Use Each
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP vs. Function Calling vs. Tool Use: What’s the Difference and When to Use Each
The way AI agents connect to the outside world is quietly reshaping how we build intelligent systems, and most developers are still… Continue reading on Medium
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
HTTP 402 waited 27 years for this moment: the x402 Foundation and the agent economy
The x402 Foundation launched last week under the Linux Foundation. Google, AWS, Microsoft, Cloudflare, Stripe, Visa, Mastercard, American Express, Adyen — all f
Local AI as the Future of Everyday Automation and Company Management
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Local AI as the Future of Everyday Automation and Company Management
In recent years, artificial intelligence has moved beyond experimental use cases and entered the core of daily operations in both personal… Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
OpsMind: On-Prem AI for Manufacturing — No Cloud, No API Keys, No Budget
Manufacturing companies run on SQL Server ERPs with hundreds of tables. Shift managers need yield numbers, waste reports, temperature readings — daily. The usua
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
X402 Solved Payments. Who Solves Treasury?
LongHash Ventures mapped the missing infrastructure for agentic commerce. They found the gaps in discovery, identity, and reputation. They missed one. The LongH
Oracle Brings Mission-Critical Availability To The Agentic AI Era
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Oracle Brings Mission-Critical Availability To The Agentic AI Era
Oracle AI Database 26ai introduces Platinum and Diamond availability tiers, post-quantum cryptography, and AI agent data security for mission-critical workloads
Why Autonomous Agents Need Structural Context
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why Autonomous Agents Need Structural Context
I recall some basic principles regarding the relationship between a Layer 1 blockchain and a Layer 2 rollup. And I take Arbitrum as a precise example because it
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Claude Code Plugins for Design Systems & Agent Orchestration for Real Workflows
Claude Code Plugins for Design Systems & Agent Orchestration for Real Workflows Today's Highlights This week's highlights feature practical AI applications,
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
StadiumOS — A Multi-Agent Coordination Engine!
Building StadiumOS: A Real-Time Multi-Agent AI System for Crowd Management Have you ever wondered how megastructures like sports stadiums handle tens of thousan
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your AI Agent Is One Bad URL Away From Being Compromised
Here is the security model baked into most AI agent frameworks: [Agent decides to fetch URL] → [Framework fetches it] → [Content lands in context] No validation
Ben Horowitz Says America Must Rebuild And AI Hits A Bottleneck Everywhere
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Ben Horowitz Says America Must Rebuild And AI Hits A Bottleneck Everywhere
Ben Horowitz says America needs to rebuild its entire infrastructure right now. Here's why AI limits in energy and chips are the real story behind the SaaS coll
Your Interviewer Is Also Using AI. They Just Don’t Tell You.
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your Interviewer Is Also Using AI. They Just Don’t Tell You.
When AI mediates both sides of the hiring table, the question stops being “who’s cheating” and starts being “what are we even measuring?” Continue reading on IL
I Built a Production-Grade AI Agent That Plans, Executes, and Critiques Its Own Work
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Built a Production-Grade AI Agent That Plans, Executes, and Critiques Its Own Work
“Building a multi-agent system with LangGraph, Claude, and a self-correcting critic loop” Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI in Slack: Why Context-Aware Coaching Outperforms Generic AI Assistants
Generic AI tools give generic answers. Here's why context-specific AI coaching gets adopted — and sticks. There's a reason generic AI assistants struggle in ent
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MoltID: Agent Type Classification, Cascade Revocation & SPIFFE Bridge — Live on MolTrust
TL;DR Today we're launching MoltID — MolTrust's Agent Identity & Governance module. Three features ship today: Agent Type Classification — classify agents a
From Automation to Generative AI: A Board-Level View on Scope, Capabilities, and Constraints
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
From Automation to Generative AI: A Board-Level View on Scope, Capabilities, and Constraints
Photo by Zach M on Unsplash Continue reading on The Boardroom Knights »
How Agents Are Replacing Dashboard-Driven Debugging
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How Agents Are Replacing Dashboard-Driven Debugging
Agents replace dashboard-heavy debugging by reasoning across systems, retrieving context, and surfacing root causes faster with less manual Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your AI Agent Needs a Website. Here's Why and How.
Your agent exists as code. It runs in a terminal, a container, a cloud function. It does useful work. But it has no address on the open internet. This matters m
AI Field Notes: Breaking the memory barrier in AI agents (and how to solve it)
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Field Notes: Breaking the memory barrier in AI agents (and how to solve it)
Large language models are being pushed into increasingly complex workflows—from analyzing huge codebases to maintaining long-running… Continue reading on Medium
AI Field Notes: Breaking the memory barrier in AI agents (and how to solve it)
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Field Notes: Breaking the memory barrier in AI agents (and how to solve it)
Large language models are being pushed into increasingly complex workflows—from analyzing huge codebases to maintaining long-running… Continue reading on Medium
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Three Questions Every EU AI Act Auditor Will Ask About Your Python AI Agent
The EU AI Act's high-risk enforcement deadline is August 2, 2026. That is 109 days from today. If your Python code runs an AI agent that makes decisions affecti
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
OpenAI updates its Agents SDK to help enterprises build safer, more capable agents
OpenAI has expanded the capabilities of its agent-building toolkit, as agentic AI continues to grow in popularity.
The Semantic Layer Generator:
When Agentic AI Meets Data Architecture
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Semantic Layer Generator: When Agentic AI Meets Data Architecture
Forward deployed engineers Continue reading on Medium »
The Semantic Layer Generator:
When Agentic AI Meets Data Architecture
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Semantic Layer Generator: When Agentic AI Meets Data Architecture
Forward deployed engineers Continue reading on Medium »
World-First: Humanoid Robot On Live Industrial-Scale Electronics Production Line
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
World-First: Humanoid Robot On Live Industrial-Scale Electronics Production Line
The Agibot G2 is the first humanoid robot to get a job alongside humans on a high-speed electronics production line, Agibot says.
The Best AI Dev Teams Won’t Win With Better Prompts. They’ll Win With Better Memory
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Best AI Dev Teams Won’t Win With Better Prompts. They’ll Win With Better Memory
Most AI-assisted development workflows look more impressive than they are. Continue reading on Medium »
Your World Cup Forecast Is Wrong. AI Guest Communication Is the Only Lever Left.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your World Cup Forecast Is Wrong. AI Guest Communication Is the Only Lever Left.
When ADR is down 30% and guests can rebook two blocks away, holding rate is no longer the play. Reading every guest conversation at scale… Continue reading on M
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Voice-Controlled AI Agent Architecture and Challenges
How I built an end-to-end voice command system using Groq, Llama 3.3, and mem0 — from speech to action in under 2 seconds. Continue reading on Medium »
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Voice-Controlled AI Agent Architecture and Challenges
How I built an end-to-end voice command system using Groq, Llama 3.3, and mem0 — from speech to action in under 2 seconds. Continue reading on Medium »
Mutiny Killed Its SaaS Business And Grew MRR 12 Times Faster
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Mutiny Killed Its SaaS Business And Grew MRR 12 Times Faster
Mutiny CEO Jaleh Rezaei shut down an eight-figure ARR SaaS business backed by Sequoia to rebuild agent-first — and hit 188% week-over-week MRR growth. Here's wh
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Voice-Controlled AI Agent with Streamlit, Whisper, and Ollama
By Arya Bist Computer Science Engineering Student | AI-ML Enthusiast | Ahmedabad, India Published: April 16, 2026 Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
5 AI Side Hustles You Can Start This Weekend With $0
5 AI Side Hustles You Can Start This Weekend With $0 Let’s be honest: AI is everywhere. It’s not just for techies or developers anymore. AI tools have leveled t
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Sign the intent, the decision, and the execution
Most governance tools produce a single signed receipt after the fact. The action happened, here is the proof. That approach covers you in the simplest case, but
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
India’s vibe-coding startup Emergent enters OpenClaw-like AI agent space
Emergent's Wingman lets users manage and automate tasks through chat on platforms like WhatsApp and Telegram.
Claude Skills — The Workflows That Actually Stick
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Claude Skills — The Workflows That Actually Stick
The difference between Claude remembering to run your tests and Claude always running your tests. Continue reading on Artificial Intelligence in Plain English »