learning

How to set up a real cloud practice environment without a runaway bill — free tier limits, automatic shutdown strategies, what's worth running persistently vs. spinning up on demand, and what to build for actual portfolio signal.

A framework for accelerating technical skill development — covering deliberate practice for engineers, the learning benefits of teaching, spaced repetition for complex systems, and the compounding returns of strong mental models.