It’s generally more expensive to depart on a Thursday, if you have to leave on this day you can still search on Cheapflights to find great options that meet your needs.
A simple way to save on the total cost of your ticket is to fly from Midland to Brownsville at noon. If you’re flexible enough to do this you can expect to save up to 5% on your trip compared to booking a flight in the morning.