- 521 Views
- 2 replies
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Test on a Branch, Not on Patients: Agentic Drug Substitution with Lakebase
An agent tests the fix on a Lakebase branch. A pharmacist approves it. By Sumanth Ghanta and Thomas Roach · 10 min read TL;DR: The U.S. still has more than 200 active drug shortages, and each one forces hospitals to change how they order, dispense,...
- 521 Views
- 2 replies
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Thanks for the detailed write-up. "Replay the plan, not the branch" is the idea that does the real work here: the branch becomes a rehearsal space, and the apply step becomes a short, reviewable diff instead of a promoted staging copy. One question f...
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- 654 Views
- 0 replies
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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...
- 654 Views
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- 3123 Views
- 1 replies
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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...
- 3123 Views
- 1 replies
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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.
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- 883 Views
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Fortifying Enterprise Healthcare Databricks Lakebase with the Security Triad
Modern Enterprise Healthcare Lake bases have fundamentally transformed care data operations by seamlessly unifying high concurrency transactional workloads such as electronic records (EMR) syncing, streaming care vitals and persistent memory for gene...
- 883 Views
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- 3403 Views
- 9 replies
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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...
- 3403 Views
- 9 replies
- 9 kudos
- 1993 Views
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The Gap Between Applications and Analytics, and "How Lakebase Solves It"
The Problem Nobody Likes to Admit.Imagine this scenario: your data team has built a flawless lakehouse. Ingest pipelines, bronze/silver/gold tiers, gleaming dashboards. Everything is working perfectly.Until someone asks: "And the production app? Wher...
- 1993 Views
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- 2016 Views
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The Last Mile of Data Intelligence - Databricks Lakebase
We spent the last decade building a wall in the middle of the data stack. Data Lakehouse on one side - massive, powerful & analytical. The Operational Database on the other - fast, transactional, and vital for apps. The separation created a “last mil...
- 2016 Views
- 2 replies
- 5 kudos
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Nice article @balajij8!In fact, I’m facing a similar “last-mile” problem in my organization, where predictions flow from Event Hub into an OLTP database.This introduces multiple points of failure, adds latency, and increases maintenance overhead. Lak...
- 5 kudos