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Features

A full trading pipeline,
automated end to end.

From the moment a headline drops to the moment a position closes — every step is instrumented, scored, and recorded.

News & event ingestion

  • ·Finnhub general + per-ticker news, polled every 15 minutes
  • ·Headline dedup and ticker extraction
  • ·Earnings, FDA, M&A, macro events on a unified calendar

AI signal scoring

  • ·Gemini-powered direction, confidence, and reasoning per headline
  • ·Multi-source confirmation (news + events + optional sentiment)
  • ·Configurable confidence thresholds before any trade

Historical pattern engine

  • ·Match each event to analogous prior occurrences
  • ·Win rate, average return, drawdown, hold window
  • ·Optimal entry days-before and exit days-after

Backtesting

  • ·Replay any configuration over historical events
  • ·Per-trade and aggregate P&L reports
  • ·Snapshot of the exact config used for each run

Risk discipline

  • ·Per-trade capital cap, max leverage, stop-loss & take-profit
  • ·Demo mode by default — explicit toggle for live capital
  • ·Mode field on every signal and trade

Execution & monitoring

  • ·eToro Public API integration with instrument cache
  • ·Live trade lifecycle tracking (open, close, P&L)
  • ·Alerts on failures, mismatches, and risk-gate trips
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