I wanted to learn Python. Tried tutorials, toy projects, the usual. Nothing stuck. I could follow along but I couldn't build anything real on my own.
Then vibe coding happened.
I trade on the side. Swing trades, some options, mostly based on technical signals and fundamental research that I piece together manually. The trading itself isn't the problem. The process around it is. I have a full-time job. I can't spend three hours every evening on research. But I'm trading real money, and "glance at a chart and go with my gut" isn't a system. It's a habit I haven't replaced yet.
I'd always wanted to build a trading platform. Something that forces me to learn async programming, API integrations, all of it. I just couldn't get past the gap between "I understand the tutorial" and "I can build the thing." AI-assisted coding closed that gap. I can describe what I want, iterate on the output, and ship something real. I'm learning more about Python from building with AI than I ever did from courses.
What I actually want
I don't want a Bloomberg terminal or a hedge fund quant stack. I don't want a bot that trades while I sleep.
I want a single place where I can see what's happening with the stocks I care about, test ideas against history, and track my trades honestly. Right now I don't track trades in any structured way. No journal. No system for reviewing what worked. That's a problem when you're trading real money and trying to improve.
The honest part
I still don't fully understand every line of code in this project. But I understand what it does, why it's structured the way it is, and how to change it. Every feature I build teaches me something. Last week it was async programming. This week it's state management. Some days it feels like building a car while learning to drive.
But the act of building, translating a vague idea into working software, I can't stop doing that. Vibe coding didn't replace learning. It gave me a way in.
This is going to be a series. I'll share what I'm building and what I'm learning. Eventually, the actual investment theses that come out of it.
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