Sentry has integrated its data team's experience with Apache Beam into its SDKs, making it easier and faster to debug issues in the framework. By injecting Sentry code into the ParDo class, errors can be directed and reported to Sentry without having to search through noisy log lines. The integration allows developers to capture exceptions and tags for context, providing a more actionable interface for searching and debugging issues. Additionally, the integration enables Java developers to use Sentry with Beam by specifying the Sentry DSN as an option when running the pipeline.