I'm in the middle of writing a retrospective on my PhD - the stuff I wish I'd done at the beginning. Perhaps unsurprisingly, it mostly boils down to automate and pipeline everything. It almost always saves time because inevitably you have to repeat work with parameters changed very slightly.