Use Cases Articles
Browse 627 articles about Use Cases.
What Is the Anticipation Gap? Why Consumer AI Agents Are Still Reactive
Most AI agents wait to be asked. The anticipation gap explains why truly proactive agents don't exist yet and what it will take to build them.
How to Audit Your Job for AI Risk in 10 Days: The TCLD Framework Explained
Tag every calendar item and work output over 10 business days into Theater, Commodity, On-the-Line, or Durable. Here's the full method.
How to Build a Brand Identity File for Your AI Agent: The Interview Method
Stop writing identity files from scratch. Use the AI interview method to create a user.md and brand context file that gives your agent consistent outputs.
Claude + Blender MCP: What It Can Do, What It Can't, and When to Use It
Claude's Blender MCP connector is impressive but limited. Here's an honest look at its real-world performance, limitations, and best use cases.
Claude Code Found the UTC Timezone Bug in a Cal.com Tool Call by Reading the Conversation Transcript
The Cal.com tool was querying availability in UTC instead of local time. Claude found the bug by reading the transcript — without being told where to look.
How to Use Skill Systems in Codex: Chaining Skills Into Scheduled Automations
Individual skills save time. Skill systems save your week. Learn how to chain Codex skills into scheduled pipelines that run without your supervision.
Why Consumer AI Agents Still Feel Disappointing: 5 Rungs They Haven't Climbed Yet
The ladder of trust — from read-only to fully autonomous — explains exactly where every consumer agent product is stuck and what it would take to move up.
How to Deploy an AI-Built Dashboard to Vercel Using Claude Code or Codex
Go from local AI-generated app to live URL in minutes. Learn how to push your Claude Code or Codex project to GitHub and deploy it on Vercel for free.
Durable Work vs. Commodity Work — How to Position Yourself on the Right Side of AI Automation
The legibility paradox: make your work too visible and it becomes automatable. Too hidden and it gets cut. Here's how to thread the needle.
Ezra Klein's Counterintuitive Argument: Mass AI Unemployment Would Actually Be Easier to Handle Than What's Coming
Klein argues 80M displaced workers would force policy action — but 8M targeted ones get ignored like the China trade shock. Here's why that matters.
How to Use OpenAI Codex's /goal Command for Long-Running Autonomous Tasks
Codex's /goal command enables multi-hour autonomous agentic loops. Learn how to activate it, what it can build, and when to use it for complex projects.
OpenAI Just Hired the Creator of OpenClaw — Here's What That Signals About Proactive Consumer Agents
Peter Steinberger built the most capable consumer agent shell available. OpenAI just hired him. Here's what that hire telegraphs about the product roadmap.
How to Know When Proactive Consumer Agents Actually Arrive: 3 Early Warning Signs to Watch
Before the product launch, three signals will tell you proactive consumer agents are real: specific hires, specific product moments
xAI Grok Voice API Is Live: 4 New Voice and Video Synthesis Capabilities Released This Week
xAI's voice cloning API is live without an enterprise plan. Plus Lucy 2.1 virtual try-on at $0.02/second. Here's what's new and what it costs.
xAI Grok Voice Clone vs. Google Voice Model — Which Is More Convincing in 2026?
xAI's clone fooled thousands of listeners at near 50/50. Google's model is 'very instructable.' Here's how the two voice synthesis approaches compare.
Run the 4-Bucket AI Job Audit in 20 Minutes: Which Parts of Your Work Are Already on Thin Ice?
Theater, Commodity, On-the-Line, Durable. Audit the last two weeks of your work and find out what AI can already replace before your boss does.
How to Build a Voice Agent with Claude Code and ElevenLabs in 15 Minutes
Build a fully functional voice agent using Claude Code and ElevenLabs that books calendar appointments and answers questions from your website.
How to Run a Self-Hosted AI Agent for 24 Cents an Hour: Hermes Setup on HPC.ai Step by Step
Hermes runs on a CPU — not a GPU — for $0.24/hour on HPC.ai. One-command install, News Portal for models, and you're running in minutes.
Hermes Agent Found a £55,000 Mispriced Mercedes on Autotrader — Then Set Up a Daily Price Monitoring Cron
Hermes scanned Autotrader, flagged a Mercedes SLS AMG underpriced by £55k, and scheduled daily alerts — all from a natural language prompt.
Hermes vs. OpenClaw for Agentic Tasks: Which Self-Hosted Agent Handles Lead Scraping and Cron Jobs Better?
OpenClaw is popular, but Hermes ships with email, scraping, and autonomous agents built in. Here's how they compare on real business tasks.