What Levene's test is checking
Levene's test checks whether several groups have similar variance by comparing how far each observation sits from its group center.
The classic version centers each group with the mean. Brown-Forsythe swaps the mean for the median, which is usually more robust to outliers.
When the resulting p-value is small, the equal-variance assumption is hard to defend.