I use the mirror, and how well my clothing fits. I know this can be subjective, but scales and to some degree tape measures dont give an accuaret assessment of muscle vs. fat.
I try not to stop and get any sort of reading until a few weeks, or even a month has past. Of course my training partner will make comments like ‘your shoulders look like they’re tightening up’, which goads me on a bit.