dlt` is an open-source library that simplifies data pipeline building by abstracting away the need to manually handle various tools and APIs. With `dlt`, users can build a Slack-to-BigQuery pipeline in just a few seconds with a single command. The pipeline is then extended with Prefect, a workflow orchestration tool that adds scheduling, observability, and automations to make the pipeline resilient. Prefect's Pythonic API allows users to easily turn their pipelines into scheduled, repeatable workflows. By combining `dlt` and Prefect, users can quickly build resilient data pipelines without having to manually handle failure cases, making it easier to get into production.