Technology
Technology & Method
The stack and the thinking behind every TYO system. Nothing here is proprietary magic — it is standard engineering discipline applied consistently to trading software.
01
Artificial Intelligence
AI is a development accelerator at TYO, not a forecasting oracle. It shortens the distance between an idea and a testable implementation.
We do not use AI to predict prices, and we do not present any model output as a forecast of future market direction.
- Code Assistance Faster MQL5 implementation and refactoring
- Research Literature, market structure and behaviour review
- Data Analysis Tick and bar data processing at scale
- Parameter Exploration Systematic search instead of guesswork
- Testing Automated test matrices across conditions
- Documentation Consistent, reproducible test records
02
Markets Exist in Probability, Not Certainty.
We take our visual and conceptual language from probability theory — distributions, uncertainty, superposed outcomes, particle systems. It shapes how we design and how we present results. It is a philosophy of humility about the future, not a claim of physical prediction.
- Probability Every trade is a draw from a distribution.
- Uncertainty Confidence intervals, not price targets.
- Distribution Judge the shape of outcomes, not one outcome.
- Variance Drawdown is a feature of the system, not an accident.
03
Trading Systems Are Software. Software Must Be Engineered.
An Expert Advisor is a real-time program handling money under latency, partial information and hostile edge cases. We treat it like production software.
- Algorithm Explicit, readable decision procedures
- Logic Deterministic conditions with no hidden state
- State Positions, orders and recovery after disconnects
- Execution Slippage, requotes and partial fills handled
- Latency Tick handling that does not block the terminal
- Data Tick-level history with documented quality
- Automation Reproducible test and release pipelines
Test.Break.Improve.Repeat.
Most ideas fail. That is the point. A backtest is not a sales asset — it is the instrument that tells us which ideas deserve more of our time.
04
Stack & Disciplines
- MetaTrader 5 Target platform for execution and testing
- MQL5 Implementation language for every released system
- Strategy Tester Tick-level backtesting and optimisation
- Quantitative Analysis Statistical evaluation of results
- Machine Learning Research Exploratory, research-stage only
- Risk Management Position sizing, exposure and stop design
- Automation Scripted test matrices and report generation
- Version Control Every release traceable to its source
Systems we have shipped.
Each Expert Advisor is documented with its concept, logic, risk model and test conditions. No black boxes, no unexplained results.