Core AI

AI Agents & Automation

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

11,614
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 4,468 reads from curated sources

Communism Needed Abundance. AGI Might Finally Build It.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Communism Needed Abundance. AGI Might Finally Build It.
A post-AGI argument for Universal Basic Abundance: not old communism, not capitalism with kinder taxes, but a world where machines handle… Continue reading on M
AI can be a serious problem for artists
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI can be a serious problem for artists
As a graduate from the School of Visual Arts in New York City, I see and hear people talking about the rise of AI a lot. Continue reading on Medium »
You’re Not Writing Code Anymore — You’re Designing Agents
Dev.to · Miguel Miranda de Mattos 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
You’re Not Writing Code Anymore — You’re Designing Agents
Why senior engineers must rethink the development loop in the age of autonomous systems The Shift...
Gmail's Big AI Push Is Here—And 2 Billion Users Should Check Their Settings
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Gmail's Big AI Push Is Here—And 2 Billion Users Should Check Their Settings
Google is weaving Gemini deeper into Gmail than ever before, and while the headlines have been all about changing your email address, the… Continue reading on P
The Death of the Weekly Report
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Death of the Weekly Report
How Data Agents are Changing Everything Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How PolySignals Works: Full Breakdown of Its AI Signal Engine
How PolySignals Works: Full Breakdown of Its AI Signal Engine Over 1,000 active Polymarket prediction markets are scanned every single hour by a single automate
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agent Orchestration & Applied LLMs: Code Search, Workflow Optimization, Document Processing
AI Agent Orchestration & Applied LLMs: Code Search, Workflow Optimization, Document Processing Today's Highlights Today's top stories highlight practical ad
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Cursor 3 shipped parallel agents and the community can't agree on whether that's good
Cursor rebuilt from scratch around managing fleets of AI agents instead of writing code. The demos look very convincing. The HN thread is a mess. And someone sp
Stop Over-Engineering Your AI Agent. Then Teach It What It Doesn't Know
Dev.to · Einsteinder 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Stop Over-Engineering Your AI Agent. Then Teach It What It Doesn't Know
We built an AI agent that searches across a user's emails, Slack, Jira, and other channels to answer...
The Register 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Firefox maker torches Google for building Prompt API into browser
Mozilla fears wiring an AI API into Chrome will make the web less open Mozilla has reiterated its opposition to Google's decision to build AI plumbing into its
RFC 8693 OBO Tokens: How AI Agents Call External APIs on Behalf of Users at The Same Time Being…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
RFC 8693 OBO Tokens: How AI Agents Call External APIs on Behalf of Users at The Same Time Being…
The problem: agents don’t stay inside your system Continue reading on Medium »
Your AI Agent Isn’t Broken. It’s Confidently Wrong.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Your AI Agent Isn’t Broken. It’s Confidently Wrong.
Why the failure modes of autonomous LLM agents demand a fundamentally different approach to evaluation, architecture, and trust. Continue reading on Medium »
Your AI Agent Isn’t Broken. It’s Confidently Wrong.
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Your AI Agent Isn’t Broken. It’s Confidently Wrong.
Why the failure modes of autonomous LLM agents demand a fundamentally different approach to evaluation, architecture, and trust. Continue reading on Medium »
Your AI Agent Isn’t Broken. It’s Confidently Wrong.
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Your AI Agent Isn’t Broken. It’s Confidently Wrong.
Why the failure modes of autonomous LLM agents demand a fundamentally different approach to evaluation, architecture, and trust. Continue reading on Medium »
Building Smarter AI Agents for Data Science Workflows at Scale
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Building Smarter AI Agents for Data Science Workflows at Scale
Designing platform‑aware AI agents that generate correct, scalable analytics pipelines. Continue reading on Teradata »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
CTX is the standard Cognitive Version Control System for AI
CTX 1.0.12 Connect agents to durable CTX memory. One-line thesis: agents should not restart from chat history; they should recover structured working context th
I Built a 10-Agent AI Product Team in Claude Code
Dev.to · Mir Majeed 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Built a 10-Agent AI Product Team in Claude Code
I run an AI product team with 10 specialized agents. A researcher, a PRD writer, a designer who shows...
Fix MCP Timeouts: Async HandleId Pattern
Dev.to · Elizabeth Fuentes L 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Fix MCP Timeouts: Async HandleId Pattern
MCP tools freeze AI agents when external APIs are slow, causing 424 errors. The async handleId pattern returns immediately with a job ID and polls for results w
Your AI agent shouldn't write HTML. It should call a UI runtime.
Dev.to · Ashish Bailkeri 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Your AI agent shouldn't write HTML. It should call a UI runtime.
Hey Everyone, it's been a while. The last few years, I've played around with various AI technologies,...
aide-memory: persistent memory for AI coding agents and teams
Dev.to · ahmedmmeky 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
aide-memory: persistent memory for AI coding agents and teams
What lives in your head doesn't flow across AI sessions, and doesn't always make it to your team....
Europe’s finance ministers are about to discuss an AI model none of them can access
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Europe’s finance ministers are about to discuss an AI model none of them can access
Euro-area finance ministers will discuss Anthropic’s Mythos AI model with banking supervisors on Monday, according to a senior EU official. The technology that
Simon Willison's Blog 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
We need RSS for sharing abundant vibe-coded apps
We need RSS for sharing abundant vibe-coded apps Matt Webb: I would love an RSS web feed for all those various tools and apps pages, each item with an “Install”
I Built Hayat AI to Bridge the First Critical Moments for Hajj and Umrah Pilgrims
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Built Hayat AI to Bridge the First Critical Moments for Hajj and Umrah Pilgrims
For millions of Muslims, Makkah is not simply a destination. It is a place of awe, peace, and spiritual gravity that is difficult to fully… Continue reading on
Steve Wozniak Just Dropped Some Engineering Truth Bombs the AI Hype Machine Needs to Hear
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Steve Wozniak Just Dropped Some Engineering Truth Bombs the AI Hype Machine Needs to Hear
At DREAME NEXT in San Francisco, the future looked exactly how you’d expect. Continue reading on Medium »
Are We Outsourcing Our Brains to AI?
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Are We Outsourcing Our Brains to AI?
Photo by Steve A Johnson on Unsplash Continue reading on Medium »
TechRepublic 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AWS Expands Amazon Connect Into AI Tools for Hiring, Healthcare, and Supply Chains
AWS expanded Amazon Connect into four agentic AI tools for supply chain, hiring, customer service, and healthcare workflows, with humans still in control. The p
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The database is where AI agents in production get weird
A lot of what I keep reading online about shipping LLM agents to production skips over the database layer, and I think that is going to be the awkward part of t
The CORE Agentic Workflow: Task Plan Review Approve PR
Dev.to · Sahil Kathpal 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The CORE Agentic Workflow: Task Plan Review Approve PR
The standard agentic loop — give the agent a task, get code back — has no checkpoint between your...
What is an Agent Harness? A Hands-On Guide With AgentCore harness
Dev.to · Morgan Willis 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
What is an Agent Harness? A Hands-On Guide With AgentCore harness
To have an AI agent, you need to build a harness first. But what exactly is an agent harness? The...
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Stripe introduces Link, a digital wallet that autonomous AI agents can use, too
Link lets users connect cards, banks, and subscriptions, then authorize AI agents to spend securely via approval flows.
The Problem with Pointwise Verification
Dev.to · Jason Volk 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The Problem with Pointwise Verification
Every hallucination detector I’ve seen does the same thing: take a claim, take a source, compute some...
How I Built an AI-Powered Visa Application Review Tool
Dev.to · sek 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
How I Built an AI-Powered Visa Application Review Tool
Every year, millions of visa applications get rejected — often for preventable reasons like missing...
The Market Is Starting to Care About How Copper Gets Found
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The Market Is Starting to Care About How Copper Gets Found
AI is shifting copper exploration from slow interpretation toward faster target conviction. Continue reading on Medium »
Multi-Agent AI and the Rise of Autonomous Venture Building
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Multi-Agent AI and the Rise of Autonomous Venture Building
Artificial intelligence is entering a new phase, moving beyond single models to systems where intelligent agents work together. With… Continue reading on Medium
CONVERSATIONS WITH AI: Grok 4.2 on “Is Asteroid Mining Possible?”
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
CONVERSATIONS WITH AI: Grok 4.2 on “Is Asteroid Mining Possible?”
MY PROMPT: Continue reading on Future Pathways »
From Static Compliance to Living Compliance
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
From Static Compliance to Living Compliance
How Agentic AI Can Make Healthcare Operations Safer Continue reading on Medium »
I Run AI Agents With Full System Access. Here's What Makes It Safe Enough.
Dev.to · Ted Murray 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
I Run AI Agents With Full System Access. Here's What Makes It Safe Enough.
Giving an AI agent real access to real infrastructure is either reckless or designed. Here's the two-layer architecture I built to make it the latter — dedicate
Git Worktrees: How to Have Multiple AI Agents Working Simultaneously Without Conflicts
Dev.to · Fernando Rodriguez 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Git Worktrees: How to Have Multiple AI Agents Working Simultaneously Without Conflicts
The Single Checkout Bottleneck I'm developing a macOS menu bar app. I have three features...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
10 GB VM for a chatbot: What the hell is Claude doing on your Mac
The 10 GB surprise You install Claude Desktop on your Mac. Everything's fine, the app is lightweight. But one day you check your disk and discover this: ~/Libra
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Beyond the Bot: The 5 Industries Being Completely Rebuilt by Agentic AI
The global economy of 2026 has officially moved past the "experimental" phase of digital evolution. We have entered a period of structural maturity where the se
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Stop Thinking in Prompts. Start Thinking in Systems.
In 2026, building with AI isn’t about calling an API anymore. It’s about designing: Agent workflows Tool interfaces (MCP) Agent-to-agent communication (A2A) Obs
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The Week When Boring Discipline Beat Magic
I published six articles this week. One about PostgreSQL. Another about AI agents. Another on context management. A tutorial on automation. An analysis of debug
Agentic Experience: 1,324 calls to my CLI, 15.9% error rate
Dev.to · Fernando Rodriguez 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Agentic Experience: 1,324 calls to my CLI, 15.9% error rate
My CLI's most frequent user isn't me lql is a Rust CLI for managing Linear issues. I wrote...
The Agentic AI Inflection Point:Project Delivery
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The Agentic AI Inflection Point:Project Delivery
A task can be executed. Real work must be delivered. Continue reading on Medium »
Discovery Is Becoming a Data Problem
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Discovery Is Becoming a Data Problem
AI is starting to reshape mineral discovery as speed and data begin to matter more than legacy methods. Continue reading on Areas & Producers »
How I built a cross-chain payment platform for AI agents in one week
Dev.to · AGIOTAGE 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
How I built a cross-chain payment platform for AI agents in one week
My day job has nothing to do with software. I have no CS degree. But I had a question that would not...
Why Drift Always Starts at Decision Points
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Why Drift Always Starts at Decision Points
Most enterprise drift does not begin with bad intentions, weak execution, or poor tools. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Why MCP Gateways Are Becoming Essential for Production AI
AI systems are no longer limited to answering prompts. They are reading files, calling APIs, triggering workflows, searching internal systems, and orchestrating