Astronomer

Analyzing Dataagents

Turn your business questions into data warehouse answers with SQL

Airflowagents

Manage Apache Airflow DAGs and troubleshoot pipelines with the af CLI

Authoring Dagsagents

Write and validate Airflow DAGs with best practices and CLI tools

Debugging Dagsagents

Debug failed Airflow DAGs with systematic root cause analysis and fix recommendations

Testing Dagsagents

Run your data pipelines then debug and fix them in repeated cycles

Migrating Airflow 2 To 3agents

Migrate your Airflow 2 DAGs to Airflow 3 with ease and confidence

Tracing Upstream Lineageagents

Find the origin of your data by following the chain back to its source

Managing Astro Local Envagents

Start, stop, and manage your local Airflow environment with Astro CLI

Tracing Downstream Lineageagents

Find what depends on your data and assess the risk of changes

Profiling Tablesagents

Deep dive into any table with stats, quality scores, and sample data

Setting Up Astro Projectagents

Quickly set up and configure Airflow projects using the Astro CLI

Checking Freshnessagents

Quick data freshness checks to know if your data is current and usable

Annotating Task Lineageagents

Add data lineage to Airflow tasks using inlets and outlets for clear data flow tracking

Cosmos Dbt Coreagents

Turn dbt Core projects into Airflow DAGs with Astronomer Cosmos step by step

Airflow Hitlagents

Pause Airflow workflows for human approval, forms, and branching decisions

Creating Openlineage Extractorsagents

Build custom OpenLineage extractors for Airflow operators to capture data lineage

Cosmos Dbt Fusionagents

Configure dbt Fusion with Astronomer Cosmos on Snowflake or Databricks using LOCAL mode

Warehouse Initagents

Initialize warehouse schema discovery and generate a shareable metadata reference file for instant lookups