AI automation
75 stories tagged AI automation.
How Agent Operating Systems Handle Always-On AI Tasks
Julian Goldie's Agent OS community session reveals how scheduled tasks, token management, and model orchestration work—and where the friction actually lives.
GPT-5.6 and Codex: What the Hype Tour Reveals
GPT-5.6 and Codex: What the Hype Tour Reveals
Julian Goldie's GPT-5.6 tutorial maps a genuinely new agentic workflow — but what it leaves unsaid about open source and agent governance matters just as much.
Claude Agent OS: Building AI Systems That Outlast the Models
Claude Agent OS: Building AI Systems That Outlast the Models
Julian Goldie's Claude Agent OS connects multiple AI agents through shared memory and model-agnostic orchestration. Here's what the architecture actually does—and why it matters.
Claude Fable 5 Access Is Changing: How to Use It Now
Claude Fable 5 Access Is Changing: How to Use It Now
Claude Fable 5's subscription access is ending soon. SEO consultant Julian Goldie outlines how to make the most of it before the window closes.
Perplexity Launches a Legal AI Agent Built for Law Firms
Perplexity Launches a Legal AI Agent Built for Law Firms
Perplexity's Computer for Counsel integrates directly into legal workflows. Here's what the product actually does—and what the broader AI agent race means for professional work.
Mapping the Claude Ecosystem: Four Products, One Platform
Mapping the Claude Ecosystem: Four Products, One Platform
Claude has grown from a chatbot into a layered ecosystem of products and automations. Here's what each piece actually does—and what questions it raises.
Building a Personal Agent OS: One Dashboard for AI
Building a Personal Agent OS: One Dashboard for AI
Julian Goldie's custom Agent OS centralizes AI agents, shared memory, and autonomous loops. A look at what it does, how it works, and what it can't yet promise.
Loop Engineering: Moving Beyond One-Shot AI Prompting
Loop Engineering: Moving Beyond One-Shot AI Prompting
From cron-job automations to multi-day autonomous goals, loop engineering is changing how developers interact with AI. Here's what that actually means.
Agentic AI Is Reshaping Sports Business Economics
Agentic AI Is Reshaping Sports Business Economics
How autonomous AI agents are moving from experimentation to operational deployment across NFL teams, sponsorship sales, and broadcast production.
Claude Code's New Workflow Tool Changes Multi-Agent AI
Claude Code's New Workflow Tool Changes Multi-Agent AI
Anthropic quietly added a workflow tool to Claude Code that replaces model-based orchestration with deterministic JavaScript. Here's what that actually means.
Run OpenClaw on a UGREEN NAS: Setup Guide
Run OpenClaw on a UGREEN NAS: Setup Guide
OpenClaw brings real AI automation to your UGREEN NAS—scheduled tasks, messaging app integration, and a skill store. Here's what the setup actually looks like.
Hermes Agent: The Self-Improving AI on Your Own Server
Hermes Agent: The Self-Improving AI on Your Own Server
Hermes Agent is an open-source AI assistant that runs on your own infrastructure, learns from your workflows, and automates tasks via Telegram. Here's what it actually does.
Claude Code Agentic OS: Skills Beat Dashboards
Claude Code Agentic OS: Skills Beat Dashboards
The flashy Claude Code dashboards get the clicks, but the real value lives in a skill and automation backbone most users never build. Here's what that actually means.
DeepSeek V4: Build Apps and AI Agents for Free
DeepSeek V4: Build Apps and AI Agents for Free
DeepSeek V4 lets non-coders build apps and run AI agents for free. Here's what actually works, what breaks, and what the hype leaves out.
Why Your AI Agents Aren't Working (Yet)
Why Your AI Agents Aren't Working (Yet)
You set up AI agents and nothing useful happened. Mark Kashef argues the problem isn't the agents—it's the data underneath them. Here's what that means.
RuFlow 3.6.12: Claude Agent Swarms Explained
RuFlow 3.6.12: Claude Agent Swarms Explained
RuFlow 3.6.12 lets 100+ Claude AI agents share memory and collaborate across machines. Here's what the new federation feature actually does—and what it doesn't.
6 Claude Code Skills That Actually Sell to Businesses
6 Claude Code Skills That Actually Sell to Businesses
Nate Herk spent 400 hours in Claude Code and found 6 skills businesses keep paying for. Here's what they do—and what to verify before trusting the hype.
Building Claude Skills With NotebookLM: A Technical Autopsy
Building Claude Skills With NotebookLM: A Technical Autopsy
Julian Goldie shows how to build custom Claude AI skills using Google's NotebookLM. We examine what works, what's overhyped, and what you should know.
The Starbucks Problem: Why AI Might Not Kill Jobs After All
The Starbucks Problem: Why AI Might Not Kill Jobs After All
Economist Alex Imas argues AI won't eliminate work—it'll shift value toward human connection, taste, and relationships in a 'post-commodity economy.'
The Hidden Math Behind Claude's Session Limits
The Hidden Math Behind Claude's Session Limits
AI automation expert Nate Herk breaks down why Claude users hit session limits—and the counterintuitive strategies that actually work to avoid them.