Community Discussions

Open source relies on community. How active is the [Mage](https://saaskart.co/software/mage) community and roadmap?

Prototyping is easy; production is harder. How reliable is [Mage](https://saaskart.co/software/mage) in production?

Small teams want simplicity. How well does [Mage](https://saaskart.co/software/mage) serve a small data team?

Modern stack integration matters. How well does [Mage](https://saaskart.co/software/mage) work with dbt and Snowflake?

Self-hosting is free. How is the [Mage](https://saaskart.co/software/mage) self-hosted deployment and maintenance experience?

Previewing data speeds debugging. How useful is [Mage](https://saaskart.co/software/mage) step-by-step data preview?

Modern orchestrators abound. How does [Mage](https://saaskart.co/software/mage) compare to Prefect and Dagster for your team?

Streaming is harder than batch. How well does [Mage](https://saaskart.co/software/mage) handle streaming pipelines?

The hybrid interface aids iteration. How well does the [Mage](https://saaskart.co/software/mage) notebook-and-code experience work for development?

Heavy orchestrators intimidate. How much easier is building pipelines in [Mage](https://saaskart.co/software/mage) versus Airflow or Dagster?

Orchestration costs scale. How did [Dagster](https://saaskart.co/software/dagster)+ pricing hold up as your usage grew?

Analytics engineers value asset thinking. How well does [Dagster](https://saaskart.co/software/dagster) fit analytics engineering workflows?

Leaving Airflow is a project. How much rework did moving to [Dagster](https://saaskart.co/software/dagster) take?

Testing changes safely matters. How useful are [Dagster](https://saaskart.co/software/dagster)+ branch deployments?

Self-hosting adds ops. When did teams move to [Dagster](https://saaskart.co/software/dagster)+ Cloud?

Asset lineage aids debugging. How useful is [Dagster](https://saaskart.co/software/dagster) lineage for understanding data dependencies?

The dbt integration is popular. How well does [Dagster](https://saaskart.co/software/dagster) orchestrate and observe dbt models?

Testability is a Dagster strength. How much did [Dagster](https://saaskart.co/software/dagster) improve testing and reliability of your pipelines?

Both are modern orchestrators. How does [Dagster](https://saaskart.co/software/dagster) compare to Prefect on approach and developer experience?

Thinking in assets, not tasks, is a mindset change. Did the [Dagster](https://saaskart.co/software/dagster) asset model improve maintainability for your pipelin