Learning paths

The five figures every filing argument eventually rests on, in the order they build on each other, ending at the statement viewer where you can read them for a real company.

For you if: You can find a stock but the financial statements still look like noise.

Small companies fail in specific, filed, findable ways: dilution, a tiny float, a crowded short side, a reverse split. This track is the paper trail, ending at the tools that read it for you.

For you if: You trade or research companies under a billion dollars, where the risks are structural rather than fundamental.

The part of trading that is arithmetic rather than opinion. No entries, no exits, no picks — just how much, how bad it can get, and how to tell afterwards whether you followed your own plan.

For you if: You already have ideas. What you do not have is a rule for how much to risk on one.

The vocabulary first, then the pricing intuition, then the open-interest structure everyone argues about. Ends at the chain itself, delayed and labelled as delayed.

For you if: You keep seeing greeks, IV and max pain, and would like them to mean something.

Allocation, cost, rebalancing and withdrawal — the four decisions that dominate long-run outcomes, none of which require picking a winner.

For you if: You are investing for a decade or more and want the boring version done properly.