FX Nova Bot — Custom Trading Bot Development
Trading Systems Academy / Module 7 / 46
MODULE 7 · AUTOMATION ARCHITECTURE & PRODUCTION BOT

Convert Raw Prices Into Deterministic Trading State

An automated strategy should not let every component interpret raw ticks independently. Price data first needs normalization into a consistent market state that the rest of the system can consume.

ACADEMY #46PRODUCTION ARCHITECTUREMT5 / PYTHON / APIs

Architecture principle

The source methodology relies on timeframe, levels, trend, ATR or movement potential and current price behavior. FX Nova Bot formalizes these inputs into a MARKET_STATE snapshot with timestamp, symbol, timeframe, OHLC, spread, volatility state, structural levels and session context.

ENGINEERING TRANSLATION

Snapshots should be immutable for a decision cycle. Strategy, risk and logging then evaluate the same observed market state, making later reconstruction and debugging possible.

DATA → STATE → STRATEGY → INTENT → RISK → EXECUTION → POSITION → MONITORING → RECOVERY

Connected FX Nova modules

Educational software-engineering material. Architecture beyond the source trading methodology is explicitly presented as FX Nova Bot engineering design.

FX Nova Bot
MT5 • Forex • Crypto