Nil Ni / Blog

Notes on building useful things.

Products, growth, SEO, AI, and the occasional lesson that took too long to learn.

How I Use ChatGPT Pro as an External Senior Engineer for Codex

A reusable prompt and review workflow for pairing Codex with ChatGPT Pro without surrendering engineering ownership, security, or real validation.