What a marketing engineer actually does, how the role differs from marketing ops and growth engineering, and when to hire one, promote one, or rent one.

Meta is disabling ad accounts at record pace, and the common thread is the tooling connected to them, not the ads they run.

The Meta Ad Library is free competitive intelligence sitting in plain sight. Here is how to use it systematically — not just scroll and screenshot.