How I Work#

How I approach research, balance AI with traditional learning, develop software, and the resources I rely on.

How Do I Research?

Taking a generalized assignment to a strong foundation through preliminary research, deep reading, and applied practice.

How Do I Balance AI With Learning?

Using AI to speed up work I could do on my own, while keeping traditional learning a daily habit.

How Do I Develop Software?

Architecture, TDD, CI/CD, and Defense in Depth, supported by an agentic harness workflow.

What Resources Do I Reference?

The textbooks, documentation, and references that shaped how I research, test, and build.