Intuitively I've been able to understand a Fourier transform a change-of-basis formula - you're basically moving from position to momentum basis or from time to frequency - but what does it mean that these spaces are 'conjugate' to each other? Does this have to do with them being complete bases?
A related question comes from considering the electric field generated by a travelling electron, $\textbf{E}(\textbf{r},t)$. If we consider sending $\textbf{E}$ to position-frequency space $\tilde{\textbf{E}}(\textbf{r},\omega)$, I find it weird that there is no longer a time dependency. Have we 'smeared' the electron across its trajectory and computed some quasi-average electric field? Is there some other interpretation that might make more sense?