Julius Shade's Blog

Julius Shade's Blog

I'm a Principal Architect for Cloud AI at GE Aerospace and full stack developer. Usually in AWS, AI, Python, Typescript, and tinkering with everything else.
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Blog Posts

AI Software Factory - humans overseeing AI agents working on code, security reviews, and deployments
AI Engineering

Building an AI Software Factory

How my colleagues and I are building an AI-powered software factory to develop multiple applications concurrently — and the infrastructure that makes it possible.
Julius Shade

Julius Shade

Why should you listen to me?

Self-taught across data engineering, full-stack development, and cloud architecture. Five years in, I'm designing and building AI systems at scale. I learn fast, go deep, and ship.
Take Notes
Always take notes. You will forget given time. Leave a clue for future you.
Setup CI/CD
if its worth deploying, its worth doing so in a repeatable way.
Tests
tests help you! Want to refactor and improve things? Tests let you do that!

My thoughts are my own as I write about...