Upgrading OpenStack can be challenging due to new bugs, deprecated features, and other compatibility issues, but it remains essential for platform stability and security updates. Common pitfalls during upgrades include insufficient automation, lack of testing, and absence of rollback capabilities. Adopting cloud-native principles and leveraging automation can help streamline the upgrade process and mitigate risks.