Databricks Community

Amit_Dass · ‎01-22-2026

Really want to understand, as we compare this with Kafka which is already matured, and please confirm if these limitations are correct for Zerobus : 1. Only managed Delta tables are supported as targets; table and column names must be ASCII letters/digits/underscores. 2. No schema evolution on the target table 3. Zerobus provides at‑least‑once delivery; consumers must handle potential duplicates downstream (idempotent writes / dedup) 4. If we have multiple consumers will that support other than Databricks consumer.

MandyR · ‎01-23-2026

Thanks for the great questions! Quick note on how we’re handling Q&A for this session: we’re not answering detailed product questions in the event-page comments ahead of time, since a lot of what you’re asking will be covered in the live walkthrough and demo.

Please join the session and bring your questions to the live Q&A so we can address them in context. If you can’t make it, we’ll share the recording afterward. If your question isn’t answered in the demo or the recording, we’ll follow up in the comments post-event. Appreciate you being part of it and looking forward to seeing you there!

pradeep_singh · ‎01-23-2026

Things i am looking for -

Does this replace the need for file notification mode ?
How does the internals work .
Where do i go to see the logs zerobus generates .
How does it perform at scale .
How can i measure the latency and throughput with scale

Thank You
Pradeep Singh - https://www.linkedin.com/in/dbxdev

MandyR · ‎01-23-2026

Thanks for the great questions! Quick note on how we’re handling Q&A for this session: we’re not answering detailed product questions in the event-page comments ahead of time, since a lot of what you’re asking will be covered in the live walkthrough and demo.

Please join the session and bring your questions to the live Q&A so we can address them in context. If you can’t make it, we’ll share the recording afterward. If your question isn’t answered in the demo or the recording, we’ll follow up in the comments post-event. Appreciate you being part of it and looking forward to seeing you there!

pradeep_singh · ‎01-23-2026

Looking forward to it !! 🙏

Thank You
Pradeep Singh - https://www.linkedin.com/in/dbxdev

zanjadvivek · ‎01-24-2026

I am a fresher exploring data engineering and modern lakehouse architectures, and I am really excited about this session.
I have a few beginner questions
What key problems does Zerobus Ingest solve compared to traditional Kafka or ETL pipelines?
How should a beginner start learning about streaming ingestion and lakehouse systems?
Are there any beginner-friendly projects you would recommend to practice these concepts?

MandyR · ‎01-26-2026

Thanks for the great questions! Quick note on how we’re handling Q&A for this session: we’re not answering detailed product questions in the event-page comments ahead of time, since a lot of what you’re asking will be covered in the live walkthrough and demo.

Please join the session and bring your questions to the live Q&A so we can address them in context. If you can’t make it, we’ll share the recording afterward. If your question isn’t answered in the demo or the recording, we’ll follow up in the comments post-event. Appreciate you being part of it and looking forward to seeing you there!

spartan · ‎01-24-2026

I’ve completed Learning Pathway 2: Professional Data Engineering. It was an intuitive and insightful course. Looking forward to the certification vouchers

Louis_Frolio · ‎01-27-2026

This looks great. Zerobus Ingest going after multi-hop streaming architectures is exactly where a lot of teams are feeling pain today. Getting a chance to hear directly from the PM, ask real questions, and see an end-to-end demo makes this especially valuable. Looking forward to the session and to seeing how folks are putting this to work in the wild.

Urvish-Joshi · ‎01-27-2026

@Louis_Frolio How can we register for this event? And by when we can expect event link in mail?

Advika · ‎01-28-2026

@Urvish-Joshi, you can register by clicking Yes in the “Will you be attending?” box at the top-right of this post. That will secure your spot.

zend · ‎01-28-2026

I registered yesterday and still no link.

MandyR · ‎01-28-2026

The link will be sent via email 30 min prior to the event. See you then!

nishgajjar · ‎01-28-2026

Hi MandyR,

I did not receive link in email yet. Can you please share links to attend this meeting?

Thank you,

Nish

MandyR · ‎01-28-2026

The link will be sent via email 30 min prior to the event. See you then!

venka_gade · ‎01-29-2026

Is there a recording of this event that we can watch?

Advika_ · ‎01-29-2026

Yes @venka_gade, recording will be shared soon 🙂.

Databricks Community

Zerobus Ingest: From Lakehouse to Insights Now