The regulator design is from the open-source OpenXC project by Ford research. I used that for the 1st version since it’s an automotive-grade design. The big cap is to survive low voltages during cranking.
The power supply is one area I’m changing in successive PCB revisions. I’m looking for a good balance between component size, cost and ability to survive automotive transients like these: