Following the lead of Scott, here is my list of tools that I use, as well as tools that I have come across, but have not used (but that sound really cool). Tools may be listed twice if they fall into multiple categories.
Legend
Disclaimer The opinions expressed herein are my own personal opinions and do not represent my employer's view in any way.