how can I avoid the penalty due to not paying enough in texes during the year? If I use IRS Direct Pay to pay some tax before submitting filing, can penalty be waived?

Have not completed my filing but found out that there is a $511 penalty due to not paying enough taxes in 2024. Wanted to know if there's a way to waive it.