I learned that rubrics are way more useful than just providing consistency.

I learned that essay questions should build on memorized facts and ask the student to apply the facts to scenarios. 

I learned about the muddiest point -- I am going to apply it before laboratories. 

I've learned that it is important to solicit feedback from students as to how effective various online tools are in aiding learning.