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Ensure that both the primary instance and the read replica are using the correct parameter groups. If you have custom parameter groups, you need to make sure the binlog_format is set to ROW in both parameter groups.
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Both primary and replica instance are using the same parameter group, binlog_format is set to ROW in parameter group and primary instance correctly reflects it while read replica reflects MIXED. I believe it is due to incompatible-parameters error observed, hence it didn't get updated but unsure why it happened.