AI Playground GitHub
Built and refined with AI

Clear prompts.
Readable code.

A small playground of essays, prompt-engineering challenges, and focused front-end experiments — shaped in dialogue with large language models. The goal: to talk to AI with intent, not incantation.

Essays · systems thinking Challenges · before & after Examples · working demos
01 — Essay Series

Articles

Long-form writing on how to work with AI systemically — from regulation loops to the sculptor's craft.

02 — Before & After

Challenges

Real prompts that went wrong, and how a better conversation fixed them.

03 — Working Demos

Examples

Small, self-contained experiments — each one a tiny proof that prompts can yield clean code.