Neo4j to Kafka, log-based 'change data capture' (cdc)

a proper transaction log based approach would be preferred, yes but it requires a number of product changes that are currently not prioritized.

We tried to emulate that with the database plugin which tied into the tx manager, but that led to it's own set of problems.

So for the time polling it is.