@jason_waldrip tap-gitlab supports incremental replication state https://gitlab.com/meltano/meltano/blob/master/src/meltano/core/bundle/discovery.yml#L556, so you're good! From a quick search through the source code, it looks like it's only supported on the commits, issues, jobs, merge requests, pipelines, and epics streams: https://gitlab.com/search?utf8=%E2%9C%93&search=project_%7B%7D&group_id=2524164&pr[…]ode=true&snippets=false&repository_ref=master&nav_source=navbar, but that should be fine since those are bound to be the largest and fastest growing.