L beads with a mud track are many people's go-to when attempting ... against the drywall where it meets the exposed brick.

Don’t Forget the Connectors Structural connectors are designed to hold framing members to the foundation and to one another. They help a building withstand heavy loads, strong winds and earthquakes.