Introduction: What is Algorithm Engineering?

Drafting in progress...

Note to Author: This chapter will define the difference between "Computer Science" (Theory) and "Algorithm Engineering" (Practice). It should cover: * The limits of Big-O in modern hardware. * The role of caching and memory hierarchies. * Why Python needs specific engineering patterns compared to C++.

[Content coming soon]