Automation Articles
Browse 948 articles about Automation.
How to Build a Hybrid AI Memory System for Claude Code: Storage, Injection, and Recall
Learn how to combine MemSearch and Hermes to build a memory system that stores everything, injects smartly, and recalls by meaning with source citations.
What Is the Google Agent CLI? The Open-Source Tool for Shipping AI Agents to Production
Google's Agent CLI combines CLI capabilities with skills to take AI agents from idea to production deployment. Learn how it works and when to use it.
Claude Fable 5 vs GPT 5.5: Which Frontier Model Wins for Agentic Work?
Claude Fable 5 dominates coding benchmarks and long-horizon tasks. GPT 5.5 leads on voice and image. Here's how they compare for real workflows.
How to Build an Agentic Loop with Claude Code: Verification, Cost, and Stopping Criteria
Learn how to design agentic loops in Claude Code with proper verification steps, spending limits, and stopping conditions to avoid runaway token costs.
How to Run Claude Code on a VPS with Telegram Mobile Access
Run Claude Code 24/7 on a VPS and control it from your phone via Telegram. Step-by-step SSH, Tmux, and Channels plugin setup guide.
What Is an Agentic Loop? The New Meta for AI Coding Agents
Agentic loops let AI agents prompt themselves instead of waiting for you. Learn what they are, how to build one, and when not to use them.
How to Use AI Agents to Automate Business Workflows: Loops, Skills, and Sub-Agents
Move beyond manual prompting with loops, skills, and sub-agents. Learn how to design goal-based AI workflows that run autonomously across your business.
How to Use AI for Content Creation: From Research to Published Post with Sub-Agents
Use Claude Code sub-agents to parallelize content research, drafting, and review. Learn how to build a multi-agent content pipeline that runs while you sleep.
How to Run Claude Code on a VPS: 24/7 Always-On AI Workflows
Running Claude Code on a VPS keeps your AI workflows alive when your laptop sleeps. Learn how to set up SSH, install Claude, and connect via Telegram.
How to Use Telegram with Claude Code for Mobile AI Agent Access
Connect Claude Code to Telegram using the official channels plugin and Tmux to dispatch AI tasks from your phone and walk away while they run.
What Is Loop Engineering? The New Meta for AI Coding Agents
Loop engineering replaces manual prompting with goal-based automation. Learn what loops are, how they work, and when to use them in your AI workflows.
What Is a Design Token System for AI Agents? How to Lock In Consistent Brand Visuals
Design tokens store your brand colors, fonts, and layout rules in a JSON file that AI agents reference every time they generate visual content.
What Is Microsoft Scout? The AI Autopilot Agent for Windows Explained
Microsoft Scout is an always-on AI agent that manages your Windows OS, Teams, Outlook, and calendar. Here's how it works and who it's designed for.
Word Boosting in AI Transcription: How to Fix Product Names and Rare Vocabulary
Word boosting lets you inject custom vocabulary into ASR models at decode time—no fine-tuning needed. Here's how it works and when to use it.
How to Use AI for Ad Creative Variation at Scale: The Marketing Sub-Agent Pattern
Anthropic's growth team uses two specialized sub-agents—one for headlines, one for descriptions—to generate hundreds of ad variations in minutes.
How to Build an AI Brand Voice System: Voice Profile, Body of Work, and Design Tokens
Build three reusable brand context files so every AI output sounds and looks like your brand—without re-explaining yourself every session.
Claude Code Skills for Non-Technical Teams: How to Build, Name, and Structure Them
Learn how to build Claude Code skills that non-engineers can actually use—with the right name, description, and reference file structure.
How to Use Design Tokens with AI Agents: Consistent Brand Visuals Across Every Output
Design tokens stored in a JSON file let AI agents apply your brand colors, fonts, and layouts consistently across carousels, slides, and ads.
How Anthropic's Non-Engineering Teams Use Claude Code: 4 Patterns That Work
Legal, marketing, design, and finance teams at Anthropic use Claude Code differently than engineers. Here are the four patterns that drive real results.
How to Build a Brand Voice Profile for AI: Extract Your Voice in 15 Minutes
Learn how to create a brand voice file that makes every AI output sound like you—using skills, interviews, and real content samples.