It can be pretty stifling on giant teams to make any actual change.

Sure it sounds romantic to sit down with a cup of coffee and write some amazing code that makes things better. The reality is writing documents, hunting down code owners and stakeholders, organizing meetings and running into tons of adversity just so you can attempt something very risky as it is impossible to have full context on everything.