Paper trading may be the most overlooked step in automated strategy deployment.
Many traders move directly from backtesting to live execution and thatโs often where avoidable failures begin.
A strong backtest does not account for:
โข Real exchange order behavior
โข API connection issues
โข Slippage
โข Position sizing under live conditions
โข Monitoring failures
โข Unexpected strategy behavior
Paper trading helps bridge the gap between โstrategy looks goodโ and โstrategy behaves correctly.โ
A safer deployment workflow often looks like:
#tradingview /
#pinescript strategy
โ Backtest
โ Paper trading
โ Small live deployment
โ Full automation
Skipping paper testing can turn small execution issues into expensive live mistakes.
In many cases, deployment risk matters just as much as strategy logic.
At
#VegaXArchitect , weโve been closely focused on reducing this strategy-to-execution gap by making validation and deployment workflows more practical.
How much importance do you place on paper trading before going live?