01Market dataNinjaTrader bars
02Signal engineFrozen rules & filters
03Replay & executionSeparate research and live paths
04ObservabilityDashboard, logs & alerts
THE BUILD
Make decisions inspectable
Goobers records signal decisions, order events and exit reasons. Its private workspace separates live fills from a forward paper comparison. The public demo packages only historical simulation data and runs as a static site.
THE ITERATION
Turn a hypothesis into a test
Define candidate rules, replay minute-level fills, compare profit and drawdown, then rerun with higher slippage. When filter combinations kept finding similar trades, the research expanded to independent entry systems and a shared position limit.
AI-assisted workflowTrading hypotheses and risk limits guide the work. AI helps implement the rules, trace execution behavior and build the interface. Archived inputs, explicit fill assumptions and separate-period checks make the results reviewable.