I will survey how tropicalizations in logarithmic geometry lead to a natural generalization of the classical tropical geometry known for toric varieties and their subvarieties. I will mention recent applications of this in log Gromov-Witten theory and results on canonical Calabi-Yau families constructed from convex data.