I recently talked to a CTO of a large company. He told me that he does where he thinks his impact is greatest. Up in board meetings or with developers - who sometimes are confused a CTO is attending - in architecture meetings. As a CTO for 10+ years I thought up to that point you should never code as CTO. I changed my opinion.