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Lakebase Articles
A structured knowledge hub for Lakebase. Find in-depth technical content, how-to guides, and reference material to support your development and learning journey.
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Forum Posts

Rishabh_Tiwari
by Community Manager
  • 1895 Views
  • 4 replies
  • 7 kudos

A New Era of Databases: Lakebase

Databases have powered software for decades, but their underlying architecture hasn’t kept pace with modern application needs—especially in the era of AI and rapid development. Lakebase introduces a new approach by separating compute from storage an...

Screenshot 2026-03-31 at 3.09.11 PM.png
  • 1895 Views
  • 4 replies
  • 7 kudos
Latest Reply
Adi_Seshu_P
New Contributor II
  • 7 kudos

Good One!

  • 7 kudos
3 More Replies
rijin-23
by New Contributor
  • 111 Views
  • 0 replies
  • 2 kudos

Understanding Lakebase branching

I've been playing with Databricks Lakebase lately and I'm impressed by some of the features that come with it. I mean, you can sync data from a Lakehouse to Lakebase (OLAP to OLTP) and vice versa using Lakebase CDF. But most importantly, I'm impresse...

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  • 111 Views
  • 0 replies
  • 2 kudos
Abhishek_sinha
by New Contributor III
  • 325 Views
  • 0 replies
  • 1 kudos

Lakebase Continuous Sync: Why My Synced Table Stayed Empty Despite a Healthy Pipeline

Today I ran into an interesting issue while setting up a Lakebase synced table to sync a Delta table from our Lakehouse to Postgres using Continuous Sync mode.Everything looked correct:Change Data Feed (CDF) was enabled.The pipeline was healthy.The s...

  • 325 Views
  • 0 replies
  • 1 kudos
Tushar_Parekar
by Databricks Employee
  • 434 Views
  • 0 replies
  • 0 kudos

Announcement | Foundational context: Cross-industry & function-specific accelerators for Lakebase

Databricks is highlighting a growing set of partner-built accelerators for Lakebase that help organizations modernize operational data systems, support stateful AI applications, and deliver real-time business workflows on a governed Databricks founda...

Lakebase Ar.png
  • 434 Views
  • 0 replies
  • 0 kudos
naveenayalla
by New Contributor III
  • 1318 Views
  • 1 replies
  • 2 kudos

Why We Moved Our Operational Database Into Databricks — And Stopped Managing Two Stacks

Lakebase just went GA. Here's what a production migration actually looks like.For most of the last decade, our data infrastructure lived in two separate worlds.On one side: a transactional database handling operational workloads — the writes, the loo...

Lakebase Articles
data-engineering
delta-lake
lakebase
PostgreSQL
production
  • 1318 Views
  • 1 replies
  • 2 kudos
Latest Reply
XavierArmitage
Databricks Employee
  • 2 kudos

Great article Naveen! Thanks for putting your finger on where the actual work is in migrating to Lakebase and what teams need to think about.

  • 2 kudos
Tushar_Parekar
by Databricks Employee
  • 696 Views
  • 0 replies
  • 0 kudos

Announcement | From monolith to Lakebase to LTAP: rethinking the database from storage up

Databricks has shared a deeper look at how Lakebase rethinks database architecture by separating Postgres compute from storage, and how that design leads to LTAP, a model where transactions and analytics can run on the same underlying data without tr...

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  • 696 Views
  • 0 replies
  • 0 kudos
balajij8
by Esteemed Contributor II
  • 1542 Views
  • 5 replies
  • 1 kudos

HealthCare Prior Authorizations with Databricks Lakebase Vector Search

Healthcare organizations possess enormous volumes of care, operational and payer related data. Every care interaction generates information across care notes, diagnosis records, medication histories, imaging reports, claims systems and payer policies...

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  • 1542 Views
  • 5 replies
  • 1 kudos
Latest Reply
balajij8
Esteemed Contributor II
  • 1 kudos

Hi Venkat, Sent you a message. I highly recommend checking out the Lake base Security Triad framework since you are leveraging it in the product.

  • 1 kudos
4 More Replies
Brahmareddy
by Esteemed Contributor II
  • 5727 Views
  • 1 replies
  • 2 kudos

Databricks Lakebase Just Eliminated the Wall Between Applications and Analytics.

Hello Data Professionals, I need to tell you about something.I have been working with data platforms for a long time. Long enough to remember when "big data" was the buzzword, when Hadoop was the answer to everything, when data lakes were going to re...

  • 5727 Views
  • 1 replies
  • 2 kudos
Latest Reply
SMS_Gateway
New Contributor II
  • 2 kudos

Interesting perspective. The challenge of managing separate operational and analytical systems has been a pain point for years, especially as data volumes continue to grow. Reducing dependency on complex ETL pipelines could simplify architecture and ...

  • 2 kudos
balajij8
by Esteemed Contributor II
  • 1228 Views
  • 0 replies
  • 0 kudos

Zero Code REST Integration for Modern HealthCare Vitals via Databricks Lakebase Data API

The friction between modern operational edge applications and core analytical data systems is a massive architectural bottleneck in healthcare organizations. Building patient-facing mobile applications, synchronizing remote patient monitoring (RPM) w...

  • 1228 Views
  • 0 replies
  • 0 kudos
naveenayalla
by New Contributor III
  • 1112 Views
  • 1 replies
  • 3 kudos

Why We Moved Our Operational Database Into Databricks — And Stopped Managing Two Stacks

Lakebase just went GA. Here's what a production migration actually looks like.For most of the last decade, our data infrastructure lived in two separate worlds.On one side: a transactional database handling operational workloads — the writes, the loo...

Lakebase Articles
Architecture
Community articles
Database
DIAS2026
lakebase
  • 1112 Views
  • 1 replies
  • 3 kudos
Latest Reply
Mailendiran
New Contributor III
  • 3 kudos

Great write up and felt useful. Thanks for sharing the real experience.!

  • 3 kudos
KVNARK
by Honored Contributor II
  • 802 Views
  • 2 replies
  • 0 kudos

In our retail analytics project (CPG domain), Lakebase transformed how we handled operational data

We had ADF pipelines extracting POS data to Snowflake, but needed real-time operational tracking—job statuses, data quality alerts, user audit logs. Traditional RDS/SQL databases created ETL sync nightmares between ops and analytics layers.Lakebase s...

  • 802 Views
  • 2 replies
  • 0 kudos
Latest Reply
balajij8
Esteemed Contributor II
  • 0 kudos

Lake base Autoscaling instances are the way forward as they are cost efficient with predictable costs, optimized for performance with simplified operations. Autoscaling automatically adjusts resources based on workload demands. Scale to Zero is an ex...

  • 0 kudos
1 More Replies
Rishabh_Tiwari
by Community Manager
  • 1895 Views
  • 4 replies
  • 7 kudos

A New Era of Databases: Lakebase

Databases have powered software for decades, but their underlying architecture hasn’t kept pace with modern application needs—especially in the era of AI and rapid development. Lakebase introduces a new approach by separating compute from storage an...

Screenshot 2026-03-31 at 3.09.11 PM.png
  • 1895 Views
  • 4 replies
  • 7 kudos
Latest Reply
Adi_Seshu_P
New Contributor II
  • 7 kudos

Good One!

  • 7 kudos
3 More Replies
balajij8
by Esteemed Contributor II
  • 1567 Views
  • 0 replies
  • 1 kudos

Databricks Lake base Evolution - Mandatory Shift from Provisioned Instances to Elastic Autoscaling

The OLTP landscape within the Data Intelligence Platform is undergoing an essential evolutionary step. Databricks has announced an automatic upgrade path shifting all legacy Lake base Provisioned Instances to the modern elastic Lake base Autoscaling ...

  • 1567 Views
  • 0 replies
  • 1 kudos