AI workflows

Essays

• AI Mastering, PART V — The Ultimate Guide to Grok Bot — Grok Bot gives you a team of AI bots that work while you sleep: what it costs, how to set it up in an afternoon, ten bots to steal and where to draw the line.
• Don't Automate What Shouldn't Exist: Build Better AI Loops — Most AI automation scales existing confusion. Learn when to delete a process, when to use a loop, and how to build one without creating more noise.
• New AI Models Reward Systems — Opus 4.8 and Dynamic Workflows show why AI value is shifting from better answers to managed, verified work across reusable systems.
• 100x Your AI. Same Model as Everyone Else. — Steve Yegge says the best AI users are 100x more productive than the rest. Identical models. Different architecture. Here's the index card.
• The Wiki That Reads for You: Studying AI Behind Glass — Karpathy dropped a short note last week on building a wiki that reads for you. I built mine and pointed it at Claude Mythos — the AI Anthropic won't release.
• AI Mastering, PART IV — Your First Product Isn't the App — Same model, different operating system. A non-technical founder's guide to building the AI system that builds products — skills, hooks, agents, and pipelines.
• AI Mastering, PART II — AI Is Not a Chat Interface — 80% of enterprises using gen AI report no material impact. Chat makes you faster. Going beyond chat expands what you can do. A guide past the chat window.
• AI Mastering, PART I — 5 Levels of AI Chat — 800 million people use ChatGPT. 95% never leave the free tier. A framework mapping five distinct levels of AI usage — and the specific moves to climb each one.