Automation Articles
Browse 949 articles about Automation.
What Are AI World Models for Business? Three Architectures and Their Failure Modes
World models promise to replace status meetings with living company knowledge. Here's how vector, ontology, and signal approaches each break.
Claude Code Routines: How to Run Scheduled AI Agents Without a Server
Claude Code's new Routines feature lets you schedule cloud-based AI tasks without keeping your laptop open. Here's how to set them up.
Claude Code Skills: How to Build Self-Improving AI Workflows for Your Business
Claude Code skills are reusable process documents that get better with feedback. Here's how to create, refine, and chain them for business automation.
Claude Code Routines: How to Run Automated Tasks Without Leaving Your Computer On
Claude Code's new Routines feature lets you schedule cloud-based tasks that run without your machine. Here's how to set them up and what they can do.
How to Use Claude Code Scheduled Tasks Without Keeping Your Computer On
Claude Code's remote routines run in the cloud on a schedule. Learn how to set up automated workflows that work while you sleep, starting at $20 a month.
How to Deploy AI Agents to Production: Budget Limits, Guardrails, and Monitoring
Rogue agents, runaway costs, and silent hallucinations are real production risks. Here's how to lock down your AI agent before it goes live.
What Is a Dark Factory Codebase? The Future of Autonomous Software Development
A dark factory is a codebase where AI agents plan, implement, test, and ship code with no human review. Here's how it works and whether it's ready.
How to Build a 24/7 AI Trading Agent with Claude Code and Alpaca
Use Claude Code Routines and the Alpaca API to build an autonomous trading agent that researches, trades, and journals without manual intervention.
Claude Code Routines: How to Run 24/7 AI Agents Without Keeping Your Computer On
Claude Code Routines let you schedule remote agents that run in the cloud. Learn how to set up automated workflows that work while you sleep.
How to Build a Content Repurposing Engine with Claude Code
Turn any transcript or blog post into LinkedIn posts, X threads, and newsletters automatically using Claude Code skills and MCP integrations.
How to Use MCP Servers with Claude Code to Automate Your Business Apps
Connect Claude Code to Notion, Gmail, HubSpot, and more using MCP servers. Learn how to read and write data across your tools with a single prompt.
7 Things You Must Set Up Before Deploying an AI Agent to Production
Model control, guardrails, budget limits, MCP auth, tracing, and evals — the production checklist every team needs before shipping AI agents.
What Is a Dark Factory? The AI Coding Pattern That Ships Code Without Human Review
A dark factory is a codebase managed entirely by AI agents. Learn the five levels of AI coding autonomy and how to build one responsibly.
How to Build a 24/7 AI Trading Agent with Claude Code Routines
Use Claude Code routines and the Alpaca API to build an autonomous trading agent that researches markets, places trades, and journals results around the clock.
What Is a Dark Factory? The Concept of Fully Autonomous AI-Driven Codebases
A dark factory is a codebase where AI agents plan, build, test, and deploy code with no human review. Learn how it works and what it takes to build one.
How to Automate Content Repurposing With Claude Code Skills
Build a Claude Code skill that turns YouTube transcripts into LinkedIn posts, X threads, and newsletter drafts automatically using your brand voice and tone.
How to Use Claude Code Scheduled Tasks and Routines for Business Automation
Claude Code Routines run on a schedule or webhook trigger without keeping your computer on. Learn how to set them up for email triage, proposals, and more.
Claude Code Routines vs n8n: Which Automation Platform Should You Use?
Claude Code Routines lets you automate workflows with natural language instead of drag-and-drop nodes. See how it compares to n8n for real business use cases.
How to Build an AI Dark Factory: Autonomous Code That Ships Itself
A dark factory hands your codebase entirely to AI agents. Learn the architecture, governance layers, and validation patterns needed to make it reliable.
How to Use MCP Servers to Connect Claude Code to Notion, Gmail, and More
Model Context Protocol servers let Claude Code read and write data in your actual apps. Learn how to connect Notion, Gmail, and other tools in minutes.