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The project began as a visual experiment. It ended by teaching me that spacing, measurement, reproducibility, and interfaces are the same scientific problem.

Every control, four guided experiments, deterministic sharing, saved discoveries, screenshots, JSON, CSV, mobile use, and troubleshooting.

The interface must invite play without hiding causality, expose evidence without becoming a dashboard wall, and work on a phone.

A beautiful pattern is a discovery prompt, not a result. The project needed measurements that could disagree with my eyes.

The renderer is not decoration. It makes distance, motion, relationships, and failure legible without changing the physics underneath.

Fixed time, deterministic seeds, a toroidal world, and the spatial hash that lets two thousand particles remain an experiment.

The matrix is not a palette or a control panel. It is a directional language for attraction, repulsion, pursuit, and structure.

The most interesting things in the universe were never designed. They emerged.

Gradient descent is not a metaphor for rolling downhill. It is rolling downhill.

Most developer portfolios look like each other. I wanted mine to look like a physics textbook.

How sci-art aesthetics and purposeful motion create a living portfolio experience.