Cutting Docker build times with layer ordering

The single highest-leverage Dockerfile habit: install dependencies before copying source. Dependencies change rarely, so that layer stays cached across every content edit.

COPY requirements.txt .
RUN pip install -r requirements.txt   # cached until requirements change
COPY . .                              # only this re-runs on a content edit

Get the order wrong and every one-character change reinstalls the world.