Most devs spend all day fixing broken layouts in the browser. Why not fix the one in your actual office? I started treating my desk setup like a refactor project. It turns out, you can actually optimize your physical space with some basic data.
Measuring the vibe
Data-driven design just means using actual inputs to pick your furniture and paint. Don't guess. Measure your natural light exposure or run a quick script to test your color schemes.
Color matters. The American Society of Interior Designers claims blues and greens drop stress by 70%. I don't know if that number is perfect, but I switched my wall to a soft sage and feel less fried at 5 PM. If you want to check the dominant colors in your room, use this bit of Python.
import numpy as np
