(Keep It) On the Down Low (D.L.)

What does the idiom “(Keep It) On the Down Low (D.L.)” mean?

Definition:

Keep something secret

For example:

“Soon everybody will know we’re engaged, but keep it on the down low for now.”

Notes:

An older version of this was “Keep it on the Q.T.”