Simulate a model using smoothed shocks

I’m also interested in model Simulation using estimated shocks. So if I perform Bayesian estimation, then I manually change parameter values to the values I got from estimation (also persistence and standard deviations of shocks) does not it mean that I simulate the model with estimated parameters?
Or should I explicitly load smoothed shocks series into the code?

Best,
Theta