Variables bring flexibility to our pipelines so we define and utilize them here.

See how dbt manages the flow and docs for us

we can add tests on important fields in dbt

This can build documentation for our Terraform project in seconds.

Now we can create snapshots to track history and analyses to observe data

One of core features is controlling dbt flows with Jinja and write macros and hooks

I have participated in "Google Cloud AI Day Sweden 2025".

build data products with various transformation models to tackle business problems

Before we transform data, we must have a data source first.

Let's talk about the concept of capturing data changes.