Build a trading system you can trust
Malgot guides you along one red thread — from a raw idea to a robust, live-ready system. Each stage builds on the last. Follow it in order.
The workflow
Eight stages. The goal of every one is the same: reduce the chance that a backtest looks great and live trading doesn't.
1
Trading idea & research
Stable
Turn a hypothesis into a testable edge.
2
Developing
Stable
Write the strategy, indicators and observers in Python.
3
Backtesting
Stable
Run the system over history and read the results honestly.
4
Optimization
Roadmap
Search the parameter space with walk-forward validation.
5
Sensitivity
Roadmap
Is the edge a plateau or a knife-edge?
6
Robustness
Roadmap
Stress the system: costs, regimes, Monte-Carlo, out-of-sample.
7
Paper trading
Roadmap
Trade live data with no money at risk.
8
Live
Beta
Deploy to real capital — and monitor it.
Status legend:
Stable
shipped & documented · Beta
shipped but changing · Roadmap
designed, teaches the method today.