Posts
Every experiment, ordered most recent first.
- Jun 21, 2026
ChatGPT and Codex got the same coding task. The results were not alike.
Both come from OpenAI. People assume Codex is just "ChatGPT for code." It isn't. I gave both the same real coding task — a small Python CLI called AskTube that fetches a YouTube transcript and summarizes it — and watched what each one shipped.
- May 23, 2026
I Bet AI Would Make a Bilingual Channel Almost Free. It Didn't.
I started this channel as a bet: if AI handles almost the entire pipeline — script, voice, visuals, edit — then doing all of it in a second language should be almost free. So I went bilingual, Japanese and English. A few videos in, I'm killing that. Here's the miscalculation, because it's one any solo builder can make.
- May 20, 2026
I Gave Claude, Gemini & GPT the Same Landing-Page Brief — Here's What They Built
I handed the exact same one-line prompt to Claude, Gemini, and GPT — build a landing page for a fictional app called "PlantPing" — and compared them on design, code, and generation speed.