Evidence-based investing, explained honestly.

Plain-English research on money, markets, and trading systems β€” sourced to primary research, and honest about where each approach breaks down. No hype, ever.

Start here New? Read these first.

01 Β· Trading & Indicators

How to Backtest a Trading Strategy

Test an idea properly β€” without fooling yourself.

02 Β· Money & Economics

How the Economic Machine Works

The one mental model everything else builds on.

03 Β· Investing & Wealth Building

How to Build a 3-Fund Portfolio

A complete, boring, durable place to start.

Latest research

Editor’s picks

What this site is

By WoozKa is an independent research desk covering money and economics, investing, stocks and ETFs, crypto, forex and futures, and trading systems. It is written for people who manage their own money and would rather understand a mechanism than be handed a conclusion.

It is written by Woo Joong, a trader and market researcher. Articles here start from primary sources β€” regulatory filings, exchange and broker documentation, central-bank data, published academic research β€” rather than from other blogs, and figures carry the date they were accurate as of, because finance content ages faster than almost anything else.

The house style is to show a method alongside the conditions under which it stops working. An approach that only ever appears in its best light is being sold, not explained.

What this site does not do

The full detail is in the Editorial Policy, the Disclaimer and the Affiliate Disclosure.

The six research desks

01

Trading & Indicators

Backtesting done right, walk-forward, overfitting β€” how an edge breaks down, not just where it works.

Explore desk β†’

02

Money & Economics

How rates, inflation, credit, and cycles actually work β€” and what they do to your money.

Explore desk β†’

Economic Cycles Explorer β†’

03

Investing & Wealth Building

The plan: dollar-cost averaging, allocation, automation, and holding your nerve in a drawdown.

Explore desk β†’

04

Stocks & ETFs

The instruments: valuation, earnings, index funds, dividends β€” and what each one really costs.

Explore desk β†’

05

Crypto Markets

Structure, on-chain data, and risk β€” without the hype.

Explore desk β†’

06

Forex & Futures

Leverage, position sizing, and execution for serious traders.

Explore desk β†’

One idea a week. Zero noise.

A market observation, the best piece we published, and one concrete action step β€” no hype, ever.