Julius Shade's Blog

Julius Shade's Blog

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

Developer debugging code while organizing issues into a repair pipeline
Engineering Workflow

How We Keep Mobile App Bugs From Becoming Tech Debt

A look at the issue-pipeline workflow my team uses to triage bugs, split parallel work safely, and keep our private mobile app repo from accumulating avoidable tech debt.
Julius Shade

Julius Shade

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...