Code is king
If you’re in a semi-technical job, you absolutely need to look at the code. You don’t have to be able to write it or debug it but you need basic code literacy. Sync the source tree and get it building. If you can’t figure out how, ask around (and get to know the dev team in the process). Look at the daily checkins...