How I think · 05
Risk must be understood before reward
I want to know how a position can lose money before I take seriously how it might make money.
A working rule. Not an absolute.
Entry updated 26 Oct 2026
A strategy is not a forecast. A view about direction still has to become a position, with a payoff, a size, and a way it fails. I care about that structure: exposure, drawdown, tail risk, and the conditions that break the idea.
Win rate is a weak summary. A position can win often and still be a bad bet if the losses are large, or lose often and still be sensible if the losses are defined and the winners pay for them. Expected value is not the same thing as how often a trade 'works'.
A hedge is not a comfort word. It is another piece of payoff, and it has a cost. Position size and loss limits do as much work as the instrument. A backtest is a story about the past with the assumptions I baked into it. It is not proof that the future will cooperate.
A position that looks fine in ordinary markets can fail in a gap, a volatility spike, or a day when liquidity is not there. I want the unusual case on the table before I am impressed by the ordinary case.
This is a personal approach to risk. It is not a claim that hedging, or selling options, makes a strategy safe.
Influences
- My interest in markets, options, and trading systems.
- Reading on option selling and intraday methods, listed on the books page. Those books are context, not a set of rules I am publishing here.
How I apply it
- Ask what the loss looks like before asking what the gain looks like.
- Separate a defined maximum loss from a position that is only watched closely.
- Treat historical tests as questions about assumptions, costs, and sample, not as a track record.
- Keep private strategy rules off this site.
What I can actually point to
- I am building trading systems and algorithmic market research for Treasure Capital (https://treasurecapital.in/). Own Research is a public product for analytics and simulation tools. I have not published returns, win rates, or the rules of a live strategy.
Where this could be wrong
- A fixation on risk can become a reason never to act. Understanding a loss is not the same as refusing every uncertain payoff.
- A hedge can hide risk as easily as reduce it, if I do not check what it fails to cover.
What could change my mind?
- A clearly specified approach, including an option-buying or intraday approach, with results that survive realistic costs, more than one market regime, and a honest stress test.
- Finding that my own hedged structures fail the same tests I want other strategies to pass.