TRADING R&D
One long-running research program evolving through APPOLO → AUREUS → SHAMASH, supported by backtesting, replay, lifecycle tracking, diagnostics, risk logic and evidence-driven validation.
TRADING R&D
This is not three unrelated bots. It is one evolving research program. Each generation exists because the previous architecture exposed limitations that needed cleaner state, stronger evidence, tighter risk logic, or more deterministic evaluation.
Market structure, context and execution research.
Risk controls, veto logic and trade-protection rules.
Opportunity IDs, event persistence and outcomes.
Deterministic chronological reconstruction and validation.
Historical testing, drawdown, R-multiple and setup analysis.
Root-cause tools, geometry checks and visual debugging.
The first major institutional-style architecture, combining macro reasoning, timing and risk layers.
A more disciplined XAUUSD-focused system with deterministic opportunity and outcome infrastructure.
Later refinement of the same research line, continuing the push toward cleaner evidence and control.
Independent historical and replay tooling supports the entire research program.
Historical build evidence.
These captures are genuine earlier development material. They are intentionally not presented as the latest product state.
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