Automation Articles
Browse 857 articles about Automation.
Stripe Radar's Agent Fraud Problem: Thousands of Humans Running Millions of Agents to Steal AI Tokens
Stripe's Radar update targets a new fraud vector: bad actors running millions of agents to steal tokens from AI products at near-zero marginal cost.
What Is Agentic Commerce? How AI Agents Are Changing Online Buying
Agentic commerce shifts buying power from sellers to buyers. Learn how AI agents handle purchasing decisions and what it means for your business.
The 5-Question Test: Is Your Enterprise Software Ready to Be Agent Infrastructure?
Does your tool have records, a state machine, explicit ownership, structural verbs, and queryable history? Use this framework to evaluate your entire stack.
AI Model Orchestration: How to Use a Smart Model to Direct Cheaper Sub-Agents
Use a frontier model as orchestrator and cheaper models like DeepSeek for heavy lifting. Learn how to build a cost-efficient multi-model agent pipeline.
How to Build a Personal AI Operating System in Claude Code: Step-by-Step Setup Guide
Context, Connections, Capabilities, Cadence — the four-step framework for turning Claude Code into a personal AI OS that runs automations while you sleep.
Claude Code Remote Routines: Run Automations on Anthropic's Cloud While Your Laptop Is Closed
Claude Code remote routines run on Anthropic's cloud (4 vCPUs, 16GB RAM) against a GitHub repo — no laptop required, no .env files, no token limits.
Cursor's Research on Running 100 Agents in Parallel: Why Flat Agent Teams Fail Without an Issue Tracker
Cursor found that flat agent organizations develop the same coordination failures as flat human orgs. Issue trackers — claiming, status, blockers — solve both.
DeepSeek V4 Vision: 10x Cheaper Multimodal AI for Your Workflows
DeepSeek V4's vision model uses 90 KV cache entries vs 870 for Claude—10x cheaper. Learn how to use it in your AI workflows and agents.
Google Workspace CLI vs MCP for Claude Code — Which Gives You Better Gmail and Docs Access?
The open-source GWS CLI gives bash-level Gmail, Drive, and Docs access inside Claude Code — no MCP overhead. Here's when to use each approach.
How to Build an Agentic Operating System: 9 Components You Need
An agentic OS is just clever context management. Learn the 9 components—identity files, memory, skills, and more—that make AI tools actually work.
Issue Trackers as AI Agent Infrastructure: Why Jira and Linear Are Winning
Issue trackers encode state, ownership, permissions, and history—exactly what AI agents need. Learn why boring enterprise tools are becoming agent substrates.
How to Use Karpathy's Verifiability Framework to Decide What to Automate in Your Workflow Today
Karpathy's rule: automate what you can verify, keep what requires judgment. Here's a practical guide to applying his framework to your own work in under an…
How to Use NVIDIA NIM Free Models in Your AI Workflows
NVIDIA NIM offers free models like GLM 4.7 via API. Learn how to connect them to Claude Code or any agentic tool to reduce costs without sacrificing capability.
How to Use Ollama to Run AI Models Locally for Claude Code Workflows
Ollama lets you run models like Gemma 4 locally on your own hardware—zero API costs. Learn how to connect it to Claude Code as a free backend alternative.
OpenAI Codex Redesign: 7 New Features Targeting Non-Technical Knowledge Workers
Codex now asks what type of worker you are and personalizes task suggestions. Here are the 7 biggest changes in the latest Codex update.
OpenAI's Symphony Spec: How Using Linear as an Agent Control Plane Drove a 500% PR Increase
OpenAI's open-source Symphony spec uses a Linear board to orchestrate autonomous coding agents — and internal teams saw 500% more landed pull requests.
What Is Semantic Memory Search for AI Agents? Tools, Levels, and When to Use Each
Semantic memory search lets agents recall relevant context by meaning, not keyword. Learn the 6 levels of AI memory and which combination fits your use case.
How to Use Skill Systems in Claude Code: Chaining Skills Into Autonomous Pipelines
Skill systems chain modular Claude Code skills into scheduled, multi-step pipelines. Learn how to build content creation, repurposing, and research workflows.
Is Your Tech Stack Agent-Ready? The 5-Question Diagnostic for Evaluating Any Tool as Agent Infrastructure
Not every tool can serve as an agent control plane. Here's the 5-question diagnostic — state machines, ownership, audit history
What Is the Self-QA Loop? How AI Agents Critique Their Own Output Before You See It
A self-QA loop has an AI agent render, screenshot, and critique its own output before handing it to you. Here's how to implement it in your vertical agent.