How Should Traders Evaluate the Effect of Changing Position Size After a Winning Streak?

Increasing position size after success may raise returns, but it can also increase exposure before the strategy's future performance is known. What evidence would justify changing risk after a winning streak? Would you follow a fixed sizing model or use a predefined adjustment process?