Forward sequence
Signals arrive on current data without access to the future.
Simulation continues the same strategy history on sequential data and exposes when forward behaviour begins to diverge from research.
Signals, fills, limits and reconciliation
HASH 8F2A·91C7Move one version from Simulation to available live
If a link is missing, the system has an operational exception to explain — not a success metric to hide.
The frozen rule produces an event.
Market, credentials and limits are checked.
The requested action is sent to the exchange.
The actual execution is recorded.
Exchange state is compared with the record.
A critical mismatch moves the run to halt and keeps the exchange state visible for review.
Signals arrive on current data without access to the future.
Observe a live sequence without sending a real order.
Compare trade frequency, costs and equity path with historical expectations.
Move to live only as a separate user action.
Compare signal frequency, exits, costs, drawdown and drift against the historical range. Simulation tests sequential behaviour, not exchange microstructure.
Stop changing the version
Observe enough independent events
Treat live as a separate decision
Forward observation history
Historical, statistical and model results do not promise future returns. kquant provides computational tools and technical execution, but does not assess whether a specific trade is suitable for a user.