About & Methodology

Disclaimer / Reader Note

This is not financial advice.
I use this site as a personal repository for my thinking on various tickers, mostly from a swing-trade perspective.

What you’re reading here is typically a research summary built using LLMs and deep-dive workflows (notebook-style analysis across multiple documents and sources). In my experience, AI is not particularly good at finding high-potential tickers. Where it does add real value is in working through large volumes of existing material on a company to surface structure, inconsistencies, and angles worth thinking about.

The content here should be read for what it is: personal notes on a subject. If something interests you, do your own research.

You’ll also see quoted sections where I add brief comments reacting to the AI output — these reflect my own gut feeling, not a formal conclusion.

If you landed here by chance, I hope this helps. At the very least, it should serve as a starting point.