Hey, I’m Jana 👋

I’m a Platform Engineer and cloud infrastructure enthusiast. My drive is to make technology simple to build and effortless to run. I want to live in a world filled with clean pipelines, programmable clouds and a terminal that never throws errors. Currently navigating my way through the AI era — just sharing my learnings and thoughts along the way.
ShopTogether iOS app overview

Trying GPT-5.4 on a Personal Project: Building ShopTogether

I use Claude Code a lot in my day-to-day workflow, so that is usually my default when I want help with engineering tasks. But recently I wanted to try GPT-5.4 in Codex on something practical instead of judging it from small examples. I had tried Codex a while ago, and honestly my experience with it back then was not good. It often did not produce the right results for me, so I did not come into this project with blind optimism. That is part of why this test felt useful: I wanted to see whether the current model was actually better in practice. ...

March 8, 2026 Â· 8 min Â· Jana