Thanks for putting this together, Briana!

I left a few comments on the doc :)

Cheers,
Niko

On Tue, Aug 18, 2026 at 6:00 AM Michael Mabin <[email protected]> wrote:

> Hi Briana,
>
> Thanks for putting this together. A few answer-choice suggestions:
>
>    - Add “About the same” to the question about expected use in external or
>    revenue-generating solutions.
>    - Make numeric ranges non-overlapping: production instances
>    (“11–20”/“20+”), maximum DAG tasks (“1,001–2,500”/“2,500+”), and people
>    working with data or Airflow (“101–500”/“500+”).
>    - Add “Multi-cloud/hybrid” and “Not applicable” to the primary
>    cloud-provider choices.
>    - Add Go and Java to the non-Python language choices, and correct
>    “C+/C++” to “C/C++.”
>    - Consider neutral/uncertain choices for the career-impact question; the
>    current answers require a strongly positive or negative position.
>
> I’m also supportive of Astronomer sponsoring the survey and certifications,
> provided the survey remains vendor-neutral and the raw results are
> published as proposed.
>
> Best,
> Michael
>
> On Mon, 17 Aug 2026 11:52:30 -0700, Briana Steel via dev
> [email protected] wrote:
>
> Hey All,
>
> It’s that time of year again! The draft of the 2026 Airflow Survey is ready
> for review.
>
> Here is the draft:
>
> https://docs.google.com/document/d/1NHn-tLoPYSPkPkNHAD1Bixjgvre6zUHBRAEZoaBEBg0/edit?usp=sharing
>
> Before leaving feedback, please note:
>
>    -
>
>    Please only leave comments. Do not resolve comments or make changes
>    directly to the draft.
>    -
>
>    The most valuable feedback is on the answers, not the questions. Our
> goal
>    is to keep answers aligned with the current state of the project.
>    -
>
>    This survey is quite long and we are asking many community members to
>    complete it. If we add a question, we must remove another, so please
>    consider this before suggesting changes.
>    -
>
>    Changing or removing questions makes it harder to compare data year over
>    year which can affect the overall analysis.
>    -
>
>    Please get your comments in by Friday, August 21st, so we can launch the
>    survey by September 28th in time for Airflow Summit.
>
> Here are last year’s results for reference:
> https://airflow.apache.org/blog/airflow-survey-2025/
>
> Astronomer is offering to sponsor this year’s survey, which includes
> building the infographic and providing 2 free certification courses as an
> incentive for community members to complete it. All raw results will be
> posted as well. If folks agree, please let us know here. Or if that
> requires further discussion, I can open up another thread.
>
> Best,
> Briana Steel
>

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