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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
  • 998 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...

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  • 998 Views
  • 4 replies
  • 7 kudos
Latest Reply
Adi_Seshu_P
New Contributor
  • 7 kudos

Good One!

  • 7 kudos
3 More Replies
Rishabh_Tiwari
by Community Manager
  • 998 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
  • 998 Views
  • 4 replies
  • 7 kudos
Latest Reply
Adi_Seshu_P
New Contributor
  • 7 kudos

Good One!

  • 7 kudos
3 More Replies
MandyR
by Community Manager
  • 381 Views
  • 2 replies
  • 13 kudos

Sub-Second Agents for the Databricks Community: A Lakebase Pattern for Instant Context

By Mandy Ross and Mitchell Grewer At Databricks, we innovate in every department. Most recently, the Community team solved a tricky problem by building an internal app and as part of that process, reduced our in-app AI assistant’s time-to-first-respo...

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  • 381 Views
  • 2 replies
  • 13 kudos
Latest Reply
Commitchell
Databricks Employee
  • 13 kudos

It's an absolute pleasure collaborating with the community team! It's so cool to see this engagement pattern live, where the agent (CORA) engages when the page loads instead of the user having to type a question. 

  • 13 kudos
1 More Replies
jessdarnell
by Databricks Employee
  • 944 Views
  • 9 replies
  • 9 kudos

Share your Lakebase story and receive a $50 gift card!

Calling all builders!Since GA, thousands of teams have moved production workloads onto Lakebase. We want to hear how you’re using it.A few examples of stories we’d love to capture: Building stateful AI agents that need persistent memory alongside lak...

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  • 944 Views
  • 9 replies
  • 9 kudos
Latest Reply
WiliamRosa
Databricks Partner
  • 9 kudos

Hi @jessdarnell , I’ve completed my evaluation. Thanks! 

  • 9 kudos
8 More Replies
KVNARK
by Honored Contributor II
  • 183 Views
  • 1 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...

  • 183 Views
  • 1 replies
  • 0 kudos
Latest Reply
rdokala
New Contributor II
  • 0 kudos

This is great! I was wondering if there is a specific rationale behind Lakebase Provisioned instance as opposed to Autoscaling instance. More insights would be helpful.

  • 0 kudos
Tushar_Parekar
by Databricks Employee
  • 193 Views
  • 0 replies
  • 0 kudos

CUSTOMER STORY | ENSEMBLE: Optimizing reimbursement through proactive healthcare strategies

"The data platform we’ve built with Databricks gives us a treasure trove of usable, enriched data that sets us apart from anyone else in the industry. It’s the foundation for solving problems no one else can."      - Grant Veazey, CTO, EnsembleEnsemb...

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  • 193 Views
  • 0 replies
  • 0 kudos
Tushar_Parekar
by Databricks Employee
  • 724 Views
  • 1 replies
  • 6 kudos

The Lakebase Hub: Official Community Space for Lakebase Insights

Community Space for Lakebase Insights Are you building with Lakebase? If so, do you have a single source to stay ahead of every technical shift and architectural breakthrough? More importantly, do you know what practitioners are actually saying o...

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  • 724 Views
  • 1 replies
  • 6 kudos
Latest Reply
Brahmareddy
Esteemed Contributor
  • 6 kudos

Hi @Tushar_Parekar Thank you for the mention. I truly appreciate it. I’m a big fan of Databricks, and I’ll continue to contribute to this community with my best efforts.Regards,Brahma

  • 6 kudos
Brahmareddy
by Esteemed Contributor
  • 330 Views
  • 0 replies
  • 1 kudos

Lakebase Makes Databricks Feel More Complete

In many data projects, analytics and operational systems still live in separate worlds. One platform is used for reporting, dashboards, and AI. Another system is used for application data, transactions, and day-to-day business activity.That setup is ...

  • 330 Views
  • 0 replies
  • 1 kudos
Tushar_Parekar
by Databricks Employee
  • 768 Views
  • 0 replies
  • 1 kudos

Take Control: Customer-Managed Keys for Lakebase Postgres

Lakebase Postgres now supports customer‑managed keys (CMK), so security teams can keep encryption keys in their own cloud KMS (AWS KMS, Azure Key Vault, or Google Cloud KMS) while Databricks runs Lakebase as a managed service. Key highlights Your key...

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  • 768 Views
  • 0 replies
  • 1 kudos
Brahmareddy
by Esteemed Contributor
  • 762 Views
  • 2 replies
  • 3 kudos

My First Impressions of Databricks Lakebase

Hi everyone,I recently started exploring Lakebase on Databricks, and I wanted to share a few thoughts from my early experience.What I like most so far is how it simplifies things. Instead of dealing with multiple tools for storage, processing, and AI...

  • 762 Views
  • 2 replies
  • 3 kudos
Latest Reply
Sumit_7
Esteemed Contributor
  • 3 kudos

@Brahmareddy Good to hear, definitely going to try now.

  • 3 kudos
1 More Replies