Traders often send me a strategy and ask how long it will take to "turn it into a bot". The idea usually fits in a paragraph: an entry condition, an exit, maybe a filter. The honest answer is that the paragraph is the small part.
What sits between the idea and the system
Between a trading idea and a system that can run unattended sits a layer of questions the idea never had to answer:
- How big is each position, and what happens to that size after a loss?
- What does the system do when the spread is five times normal?
- What if the broker rejects the order, or fills it far from the requested price?
- What happens at the weekend gap, or when the connection drops mid-trade?
- How much total exposure is allowed at once, and what stops trading when the account is down?
None of these change what the strategy believes about the market. All of them change whether it survives.
Why this is where strategies die
A backtest usually assumes fixed spreads, instant fills and a terminal that never disconnects. Live trading assumes none of that. The difference shows up as a strategy that looked good for two years in testing and lost money in its first month — not because the idea was wrong, but because execution ate the edge.
How I work through it
At X-STOX every system starts as a written specification in plain language, agreed before any code exists. That document answers the questions above explicitly. Then it is built, backtested across different market regimes rather than one good year, forward tested on a live account at small size, and documented — including the parts that carry risk.
It is slower than writing a bot from a paragraph. It is also the only way I know to ship something a stranger can run.
