Where the journey began
Origin
The first good backtest felt like an answer.
The story behind POLARIS began around twelve years ago in the gold futures market. Programming was not the final goal. It was simply a way to turn market observations into clearer analysis and more consistent signals. MQL became the bridge between an idea and a set of rules that could be tested.
Like many traders and developers, we know the excitement of seeing a promising strategy report for the first time. The curve looks smooth, the numbers appear convincing, and for a moment it feels as if the difficult part has already been solved.
Then the strategy meets reality. Spreads change. Execution is imperfect. Price feeds differ. Market behaviour shifts. A parameter that looked harmless becomes sensitive, and a strategy that performed well in one season can struggle in another.
Those grey areas became the real classroom. Experience with grid and martingale models, Renko-based systems, directional and mean-reversion ideas, indicators, execution tools, and risk controls showed us that no attractive label can replace careful testing and honest observation.
One purpose of POLARIS is to share what that long and sometimes difficult path has taught us. We cannot remove the need for experience, but perhaps one lesson learned here can shorten part of the road for someone else.