10.42Scheduler + watermark

Typical delta sync:

Scheduler
 ↓
read watermark
 ↓
query changed records
 ↓
process
 ↓
update watermark

Remember Module 5 concerns:

crash halfway
equal timestamps
deleted records
overlap

Often you intentionally query with overlap and rely on idempotent upserts.