In our post-mortem analysis, it was discovered that the "Automatically Enable Minor Upgrade" flag was enabled within AWS’s Database configuration. As a proactive measure, we have since disabled this automated minor upgrade feature. This adjustment ensures that system downtime for upgrades will be conducted in a controlled manner, allowing us to manage and schedule these updates more effectively.