DigitalOcean
DigitalOcean is the developer cloud, offering droplets, managed databases, and Kubernetes. With Kestra's dedicated plugin, teams orchestrate the whole account with event-driven flows.
dltHub
dltHub builds dlt, the open-source Python library that loads data from APIs, databases and files into well-structured datasets. Kestra schedules, retries and monitors those pipelines alongside the rest of the data stack.
About
The dlt plugin runs dlt pipelines as Kestra tasks, and any dlt script also runs in a Python script task.
dltHub + Kestra: Python data loading, orchestrated
Python pipelines in declarative flows
Run an inline dlt script with the Run task, or call the dlt command line with the CLI task, all from a YAML flow.
Incremental loads that survive reruns
dlt stores cursor state in the destination and merges on primary keys, so a Kestra retry never duplicates rows.
Schema contracts before the load
Freeze a dlt schema contract and the run fails before a new column or changed type reaches the destination.
Schedules, webhooks and alerts
Start loads on a cron or an incoming webhook, then post row counts or failures to Slack and Discord.
