How I use AI

I use AI to support ideation and clarity, but I keep the goals, structure, and decisions in my own hands.

My goal is to publish demos that solve one clear use case and explain honestly what they do.

Thinking

I define the problem, audience, and success signal before writing a single prompt.

Building

I build a working skeleton fast, test the flow, and iterate the UI copy until it reads clearly.

Audit

I review data, access, and dependencies. I document risks and boundaries in plain language.

Publish

I finish the demo, document it briefly, and publish to a stable URL.

Codex in the build process

I use Codex as a practical partner that helps me keep the work calm, clear, and moving from idea to finished demo without unnecessary complexity.

  • Shaping structure: what to do first and what to leave for later.
  • Clarifying content: how wording stays understandable for different users.
  • Checking quality: what should be reviewed before publishing.

Boundary: Codex does not make decisions for me; it supports structure and quality, while I own the decisions.

What this means in practice

Demo Lab shows how these steps look in finished demos and case notes.