Automation Articles
Browse 960 articles about Automation.
How to Build an AI Command Center for Managing Multiple Claude Code Agents
Stop juggling terminal tabs. Learn how to build a kanban-style command center that manages business goals across multiple Claude Code agent sessions.
How to Spot Setup Porn in Your AI Workflow (And Escape It)
A practical checklist for spotting setup porn in your AI workflow — and the simpler, ship-first patterns to use when agent frameworks aren't earning their keep.
Managing AI Agents by Goals, Not Terminals: The Architecture Shift Every Business Owner Needs
The bottleneck in AI agent workflows isn't the model—it's terminal management. Here's how to abstract one layer higher and manage goals instead.
How to Use Manus AI Scheduled Tasks to Automate Your Daily AI News Briefing
Manus AI can run scheduled tasks that search Reddit, X, and Hacker News every morning and deliver a ranked news digest. Here's how to set it up.
Agent Tools for Team Leads: Vibe Kanban, Paperclip, Dispatch
If you're managing AI agents as a team lead or business owner, here's how Vibe Kanban, Paperclip, and Claude Code Dispatch compare on visibility and control.
AI Job Displacement: What the Data Actually Shows About White-Collar Employment
Dario Amodei predicts AI could eliminate 50% of entry-level white-collar jobs. Here's what the Stanford, MIT, and Federal Reserve data actually shows.
How to Build an AI Second Brain with Claude Code and Obsidian
Learn how to build a personal AI second brain using Claude Code and Obsidian that learns from every session and automates your daily business tasks.
Claude Code Q1 2026 Update Roundup: Every Feature That Actually Matters
Remote control, Dispatch, Channels, Computer Use, Auto Mode, and AutoDream all shipped in Q1 2026. Here's what changed and what it means for your workflow.
What Is Apple's WWDC AI Strategy? Siri, App Intents, and MCP Explained
Apple's WWDC is expected to reveal Siri as a standalone app, App Intents for agentic control, and native MCP support across 1.5 billion devices.
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.
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.
Why the Heartbeat Pattern Beats Persistent Sessions for AI Agents
Persistent agent sessions are fragile and expensive. Paperclip's heartbeat pattern, drawn from distributed systems, wakes agents on a schedule for reliability.
Run an AI Engineering Team in Paperclip With Heartbeats
Wire up a CEO, engineer, and QA agent team in Paperclip with heartbeat scheduling so Claude Code keeps building and verifying work autonomously.
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.
Heartbeat Pattern Explained: Keeping Stateless AI Agents Working
LLMs are stateless by default. Paperclip's heartbeat pattern injects fresh context on a schedule so AI agents can run autonomous monitoring and follow-up tasks.
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.