Use Cases Articles
Browse 627 articles about Use Cases.
How to Build an AI Agent Loop for Recurring Business Tasks: A Practical Guide
AI agent loops handle recurring jobs with memory so you stop re-prompting the same tasks. Learn how to identify, design, and deploy loops for your workflows.
G Stack by Garry Tan: How to Turn Your AI Coding Agent Into a Virtual Engineering Team
G Stack gives your AI agent 23 specialist roles and 8 power tools. Learn how to install it in Claude Code or Codex and use it for code review and planning.
How to Become an In-House AI Consultant: A 4-Step Career Roadmap
76% of large companies now have a Chief AI Officer role. Here's a 4-step roadmap to become your company's go-to AI person without quitting your job.
How to Use ChatGPT's Job Search Feature: Find Jobs and Tailor Resumes
ChatGPT now finds live job listings and tailors resumes to specific roles. Here's how to use both features to land interviews faster.
What Is the AI Augmentation Model? How IBM Used AI Without Laying Anyone Off
IBM's Ask HR and Ask IT handled 94% of routine queries without layoffs. Learn the augmentation model that outperforms AI replacement strategies.
What Is the AI Replacement Rollback? Why Starbucks, Klarna, and McDonald's Are Rehiring Humans
95% of enterprise AI pilots fail to deliver ROI. Learn why companies are rolling back AI replacements and what the augmentation model looks like instead.
How to Build an Overnight Docs Sweep Loop for Your Codebase
Run a nightly agent loop that reviews your codebase for documentation gaps, updates outdated docs, and opens a pull request—automatically.
How to Add Persistent Memory to Claude Code: Short-Term, Long-Term, and Scoped Access
Claude Code forgets everything between sessions. Learn how to build a memory system with cited sources, semantic search, and team-scoped access.
How to Build a Production Error Sweep Loop That Runs Every Night
Set up a nightly agent loop that scans production logs, traces errors to root causes, fixes them, and opens a pull request—all without human input.
7 Agentic Loop Use Cases You Can Run Today: From SEO Audits to Error Sweeps
From overnight docs sweeps to production error detection, these 7 agent loop templates automate real business tasks without constant human prompting.
What Is the Pew Research AI Paradox? Why More People Use AI but Trust It Less
49% of US adults now use AI chatbots, up from 33% in 2024—yet more Americans predict AI will have a negative impact on society. Here's what the data shows.
How to Build a Production Error Sweep Loop: Nightly AI Bug Detection and Auto-Fix
A production error sweep loop reviews logs nightly, traces bugs to root causes, opens PRs, and pings you in Slack—all without manual intervention.
What Is Real-Time AI Video Generation? Happy Oyster and MaineCoon Explained
Happy Oyster and MaineCoon are real-time directable AI video generators that stream video as you prompt. Here's how they work and where they're headed.
How to Use Recraft V4.1 for Brand Design: Logos, Icons, and Editable Vector Assets
Recraft V4.1 Vector generates SVG files you can open in Figma or Illustrator. Here's how to use it for logos, icons, and brand identity work.
How to Use Apple Intelligence for Business: Writing Tools, Visual Intelligence, and Live Translation
Apple Intelligence features like writing tools, visual search, and live translation can save hours of business work. Here's how to set them up and use them.
How to Build a Skill System in Claude Code: From Individual Skills to End-to-End Pipelines
Individual Claude Code skills are useful, but chaining them into skill systems is where the real automation leverage comes from. Here's how to build one.
How to Future-Proof Your Career with AI: 6 Skills That Actually Matter
Learn the 6 AI skills that protect your career from automation—from becoming the AI person at work to building multiple income streams with AI.
What Is the AI Second Brain? How to Build a Knowledge Base Your Agents Can Search
An AI second brain stores your context so agents can recall it on demand. Learn how to build one with Claude Code, Notion, and markdown files.
What Is the Chief AI Officer Role? How to Land a Head of AI Job Without a Technical Background
76% of CEOs now have a Chief AI Officer equivalent. Learn how one non-technical professional went from unemployed to Head of AI in under a year.
How to Build an AI Content Empire: One Input, 15 Outputs with AI Video Tools
Learn how to turn one PDF or newsletter into YouTube videos, shorts, LinkedIn posts, and multilingual content using AI avatar and video generation tools.