Go's design traces back to Oberon and Limbo, both fast to compile languages.

It isn't Google's experience, rather how the rest of the world lost touch with fast compile cycles with the uptake of C and C++.

There is a talk by Rob Pike where he mentions how fast the Algol compiler (punch card based) would go through his applications back in the day.