Software Engineering

Practical software engineering notes on performance, debugging, and lessons learned from production systems.

Use this section for concise engineering notes, optimization write-ups, and practical lessons that do not fit neatly into a single platform bucket.

  • Memory Optimization for practical techniques to reduce memory use and improve runtime efficiency

What this section covers

  • Production-oriented engineering lessons
  • Performance and optimization topics
  • Small patterns and implementation notes worth reusing

Before You Scale: Why Software Optimization Beats Hardware Every Time

A practical guide to identifying and fixing memory inefficiencies in your applications before throwing more resources at the problem. Includes real debugging techniques and code examples showing how to reduce memory usage from 3GB to 150MB.