Python Profiling & Optimization

A structured, measurement-driven workflow for making Python code faster and leaner. The core principle: never optimize without measuring first, and never trust an optimization without measuring after.

Before you start

Read references/tools-cheatsheet.md for detailed command syntax for each profiling tool. It covers installation, usage patterns, and output interpretation.

Phase 1: Understand the project

Before profiling anything, gather context: