The only AI tutorials with an expiry date
Every part carries the date it was last checked against the vendor's own documentation, the versions it was checked against, and an append-only changelog. When something drifts, the page says so instead of quietly lying to you.
Series are curated and finite. Recipes are single answers to single questions. Nothing here is gated, and nothing is generated in bulk. How we verify.
Series
Run AI on Your Own Machine
Run capable models on hardware you own, offline, with no API bill.
3 of 10 parts published · for makers
Claude for Real Work
Use Claude for the work you get paid for, not for demos.
1 of 10 parts published · for writers
Build a Voice Agent Without Code
Ship a voice agent that answers a real phone number, without code.
3 of 7 parts published · for makers
AI for Writers Who Still Want to Sound Human
Use AI across a draft without flattening the voice readers came for.
1 of 8 parts published · for writers
Ship Something Without Being a Developer
Get one working thing in front of real users without writing code.
4 of 10 parts published · for makers
Recipes
One question, one page. Curated from what people actually search for — never generated in bulk.
Two Settings Tripled GPT-5.6 Sol's ARC-AGI-3 Score
OpenAI says two Responses API settings took GPT-5.6 Sol from 13.3% to 38.3% on ARC-AGI-3's public set. Where that number holds, and where it doesn't.
OpenAI Codex Security CLI: Setup and the Catch
OpenAI open-sourced the Codex Security CLI on July 29. What it scans, what to check before wiring it into CI, and who is grading whose homework.
Kits AI Voice Cloning: How to Record a Dataset That Works
Kits AI docs give two dataset lengths, 30-60 minutes and 30 to 45. Treat 30 as the floor. Mono, one session, peaks -9db to -3db. Here is how to record it.
Recraft for Beginners: Your First AI Logo and SVG
Generate a real, editable SVG logo in Recraft, step by step from its own docs, plus the free-plan ownership catch and the failure modes to expect.
How to Use Grok Build: xAI's CLI Agent Guide
Step-by-step guide to installing and using Grok Build CLI, now in expanded beta for SuperGrok and X Premium+ subscribers.
How to Use the Grok 4.3 API: 1M Token Tutorial
Step-by-step guide to xAI's Grok 4.3 API with 1M token context, tool calling, and long-context patterns for developers building agentic apps.
GPT-5.4 Computer Control: A Hands-On Tutorial
Learn how to set up and use GPT-5.4's computer control feature to automate repetitive desktop tasks — a practical, step-by-step guide for beginners and power…