[pythonbase]

This post resonates deeply with how I build products, especially in the era of LLMs and AI-assisted coding.

I usually start top-down, sketching the API surface or UI scaffold before diving into real logic. Iteration drives the process: get something running, feel out the edges, and refine.

I favor MVPs that work end-to-end, to validate flow and reduce risk early. That rhythm helps me ship production-ready software quickly, especially when navigating uncertainty.

One recent WIP: https://zero-to-creator.netlify.app/. I built it for my kid, but I’m evolving it into a full-blown product by tweaking the edges as I go.