I’m researching how engineering and data teams share small Streamlit dashboards or tools with non-technical colleagues.

If your company deploys Streamlit apps internally, I’d love to hear:

- Hosting setup (GCP CloudRun, Streamlit Community Cloud, Streamlit in Snowflake, etc.)

- Team size & monthly users

- Auth / network model (VPN, SSO, basic auth, none)

- Biggest pain points (cost, scaling, compliance, DX, ...)

- If you had to start over today, what would you do differently?

Full disclosure: I’m working on a new platform in this space, but I’m here to learn—no links, no pitch.

Thanks for sharing your experience!