Automation Articles
Browse 362 articles about Automation.
How to Build a Web Scraping Skill for AI Agents: Token Reduction and Stop Conditions
Generic scraping skills waste tokens and fail silently. Learn how to build targeted scraping skills with structured output, limits, and incremental runs.
Claude Code Skills: Why Code Scripts Outperform Markdown Instructions for Agent Tasks
Most Claude Code skills rely too heavily on markdown. Using executable scripts instead reduces tokens by up to 90% and makes agent tasks more reliable.
What Is Claude Code Auto Mode? How the Permission Classifier Works
Claude Code Auto Mode uses an AI classifier to approve safe actions automatically while blocking risky ones. Here's how it works and when to use it.
Agentic RAG vs File Search: When to Use Each in Your AI Agent Workflow
File search beats traditional RAG for small corpora, but semantic search still wins for large knowledge bases. Here's how to choose the right approach.
What Is the Heartbeat Pattern in Paperclip? How AI Agents Stay Productive 24/7
Paperclip's heartbeat system wakes agents on a schedule with fresh context. Here's how it works and why it's better than persistent long-running sessions.
What Is Paperclip? The Open-Source Framework for Running a Zero-Human AI Company
Paperclip is a free, open-source orchestration tool that lets you run a company with AI agents as CEO, marketer, designer, and more using Claude Code.
Claude Code for Business Owners: The 5 Core Concepts That Actually Matter
After 200+ hours in Claude Code, here are the only 5 concepts business owners need: prompts, claude.md, skills, MCP servers, and context window management.
How to Build a Multi-Agent Company with Paperclip and Claude Code
Learn how to set up Paperclip with Claude Code to create a CEO, engineer, and QA agent team that runs your business autonomously with heartbeat scheduling.
How to Optimize Web Scraping Skills for AI Agents: 6 Token-Saving Techniques
Learn how to reduce token usage by 90% in web scraping AI agent skills by filtering HTML, hardcoding selectors, batching requests, and using incremental runs.
What Is the Heartbeat Pattern in Paperclip? How AI Agents Stay Productive 24/7
Paperclip's heartbeat system wakes AI agents on a schedule with fresh context so they can keep working around the clock without human intervention.
What Is Paperclip? The Open-Source Framework for Zero-Human AI Companies
Paperclip is a free, open-source orchestration tool that lets AI agents hire other agents, set goals, and run an entire business autonomously with Claude Code.
How to Build Scraping Skills for AI Agents: Incremental Runs, Stop Conditions, and Parallel Execution
Learn how to build production-ready scraping skills for AI agents with incremental runs, pagination limits, parallel threads, and structured JSON output.
Claude Code for Business Owners: 5 Core Concepts That Actually Matter
After 200 hours in Claude Code, here are the five concepts business owners need to understand: prompts, claude.md, skills, MCP servers, and context windows.
Agent SDK vs Framework: When to Use Claude Agent SDK vs Pydantic AI for Your Workflow
Should you build on the Claude Agent SDK or a framework like Pydantic AI? Here's a clear decision framework based on speed, cost, and scale requirements.
AI Agent Failure Pattern Recognition: The 6 Ways Agents Fail and How to Diagnose Them
Context degradation, specification drift, sycophantic confirmation, tool errors, cascading failure, and silent failure: the 6 agent failure modes explained.
What Is the AI Data Center Moratorium Bill? What It Means for AI Builders and Compute Access
The Sanders-AOC data center moratorium bill would pause new construction until AI safeguards pass. Here's what it means for compute costs and AI access.
Claude Code Channels vs Dispatch vs Remote Control: The Complete Comparison
Claude Code offers three ways to control agents remotely. Learn the difference between Channels, Dispatch, and Remote Control to pick the right one.
What Is Claude Code Computer Use? How to Automate LinkedIn, Ads, and Forms with AI
Claude Code's computer use feature lets AI control your browser and keyboard to automate social outreach, ad management, form filling, and more.
How to Use Claude Code Computer Use to Automate LinkedIn Outreach
Learn how to use Claude Code's computer use feature with a non-blocked browser to send personalized LinkedIn connection requests automatically at scale.
What Is Claude Code iMessage Channel? How to Text Your AI Agent from Your Phone
Claude Code's iMessage channel lets you control your AI agent by text. Learn how to set it up and what it can do for your workflow.