Data-Engineering

• 20 min read Feb 25, 2026 Table of contents 01 The Pattern Recognition Moment02 What This Workload Looks Like03 The Optimization Path04 Why These Optimizations Hit a Ceiling05 Whe

• EU Digital Omnibus and DORA reshape financial regulatory expectations. • Banks adopt unified data architectures to streamline compliance. • Intelligent governance and AI agents r

• Share this post Keep up with us Summary Lakeflow offers an AI-first data engineering platform that allows them to leverage and productionize AI models in their ETL with Agent Bri

• Share this post Keep up with us Summary Why hand-built pipelines break down as data volume and complexity growHow Spark Declarative Pipelines replace glue code with pipeline-awar

• Share this post Keep up with us Summary Zerobus Ingest is now Generally Available (GA), providing a fully managed, serverless service that streams data directly into Delta tables

• Share this post Keep up with us Summary Zerobus Ingest is now Generally Available (GA), providing a fully managed, serverless service that streams data directly into Delta tables

• Share this post Keep up with us Summary Why AI becomes an operational capability only when it shows up in the P&L and business KPIsThe architectural shifts that determine whether

• Share this post Keep up with us Summary Users can now ask natural-language data questions to Genie from the tools where they already work with our robust extensibility features-A

• Copy as HTML Open in ChatGPT Open in Claude Open in v0 P ByPer Grapatin 3min read Feb 19, 2026 Table of contents How Glooko Turns 3B+ Data Points/Month into Lifesaving Diabetes H

• Share this post Keep up with us Summary Protect workloads against capacity errors: When your preferred VM type isn’t available, Databricks automatically falls back to compatible

• Share this post Keep up with us Summary Predictive Optimization now runs by default for new Unity Catalog managed tables and operates at massive scaleNew capabilities in 2025 del

• Share this post Keep up with us Summary Build and deploy governed, serverless AI agents without managing infrastructureGo from prototype to production faster with templates, eval

• For many organizations, business analytics is their go-to tool to help answer questions like ‘What’s happening?’, ‘Why is it happening?’, ‘What’s likely to happen next?’ and ‘Wha

• Share this post Keep up with us Summary The Marketing Cloud and Adstra, in partnership with Databricks, are uniting data, technology, and creativity to help brands turn insights

• Share this post Keep up with us Summary Model Serving supports real-time endpoints that scale to 300K+ QPS (CPU), with an enhanced engine specialized for low latency, real-time M

• Share this post Keep up with us Summary Learn how System Tables expose platform telemetry as queryable tables, including metadata and execution insights for Lakeflow jobs and pip

• Share this post Keep up with us Summary Quickly and securely build your enterprise data & AI applications in Databricks with Databricks AppsDatabricks Apps now offers a streamlin

• Understanding the value of your AI and data investments is crucial-yet over 52% of enterprises fail to measure Return on Investment (ROI) rigorously [Futurum]. • Complete ROI vis

• Share this post Keep up with us Summary High-quality agentic AI is defined by system reliability. • In production, quality depends on how agents use data, tools, and context acro

• Share this post Keep up with us Government agencies and organizations with strict compliance requirements now have expanded access to the latest Databricks AI technology and data

• Databricks expands agentic analytics, enabling intelligent agents to build, explore, and deliver end‑to‑end insights. • New AI/BI Dashboard and Genie features accelerate insight

• Share this post Keep up with us Summary Introducing the Brickbuilder Partner Network, a unified global partner program designed to accelerate growth and innovation for Consulting

• Share this post Keep up with us Summary Structured data is organized in predefined schemas - Stored in tables with fixed formats, structured data enables fast SQL queries, suppor

• As AI becomes increasingly integral to how organizations work with data, more teams are adopting AI-based tools to move faster and make better decisions. • Instead of relying sol

• Share this post Keep up with us Summary Lakeflow provides a unified end-to-end solution for data engineers working on Azure Databricks, including data ingestion, transformation,

• Share this post Keep up with us Summary Orchestrate enterprise agents from a single entry point with Agent Bricks Supervisor Agent, now GA.Govern data, models, and tools with Uni

• Uber’s global data lake exceeds 350 PB, spanning on‑prem and cloud regions. • Limited bandwidth and multi‑region complexity make timely, reliable data replication a critical chal

• MongoDB.local San Francisco 2026: Ship Production AI, Faster Today at MongoDB.local San Francisco, we announced capabilities that collapse the distance between AI prototype and p

• Vision RAG: Enabling Search on Any Documents Information comes in many shapes and forms. • While retrieval-augmented generation (RAG) primarily focuses on plain text, it overlook

• MongoDB’s 2025 in Review & 2026 Predictions It’s nearly the end of the year-again! • That means it’s time for an end-of-year blog post that expresses disbelief at the passage of

• Token-count-based Batching: Faster, Cheaper Embedding Inference for Queries Embedding model inference often struggles with efficiency when serving large volumes of short requests

• MongoDB Announces Leadership Transition Dev Ittycheria, President and Chief Executive Officer, shared the following message with MongoDB employees this morning. • This is the har

• Cars24 Improves Search For 300 Million Users With MongoDB Atlas The Indian multinational online car marketplace Cars24 serves 300 million users globally. • The company offers ser

• The Cost of Not Knowing MongoDB, Part 3: appV6R0 to appV6R4 October 9, 2025 | Updated: October 13, 2025 Welcome to the third and final part of the series ‘The Cost of Not Knowing

• Innovating with MongoDB | Customer Successes, October 2025 It’s officially fall! • The start of every new season is a perfect time to consider change and new beginnings. • While

• The 10 Skills I Was Missing as a MongoDB User When I first started using MongoDB, I didn’t have a plan beyond ‘install it and hope for the best.’ I had read about how flexible it

• Smarter AI Search, Powered by MongoDB Atlas and Pureinsights We’re excited to announce that the integration ofMongoDB Atlaswith thePureinsightsDiscovery Platform is now generally

• Top Considerations When Choosing a Hybrid Search Solution Search has evolved. • Today, natural language queries have largely replaced simple keyword searches when addressing our

• Charting a New Course for SaaS Security: Why MongoDB Helped Build the SSCF The way companies everywhere work is powered by SaaS. • From collaboration tools to critical infrastruc

• Resilience, intelligence, and simplicity: The pillars of MongoDB’s engineering vision for innovating at scale We’re relatively new to MongoDB-Ashish joined two years ago via the

• I joined MongoDB two years ago through the acquisition of Grainite, a database startup I co-founded. • My journey here is built on a long career in databases, including many year

• Endian Communication Systems and Information Exchange in Bytes Imagine two people trying to exchange phone numbers. • One starts from the country code and moves to the last digit

• MongoDB SQL Interface: Now Available for Enterprise Advanced Today, we’re excited to announce the general availability ofMongoDB SQL InterfaceforMongoDB Enterprise Advanced. • Th

• MongoDB is a Glassdoor Best-Led Company of 2025 2025 has been a big year for MongoDB. • With MongoDB 8.2, our most feature-rich and performant release yet, we are raising the bar

• Why 95% of enterprise AI agent projects fail Development teams across enterprises are stuck in the same cycle: They start with ‘Let’s try LangChain’ before figuring out what agen

• Simplify AI-Driven Data Connectivity With MongoDB and MCP Toolbox The wave of generative AI applications is revolutionizing how businesses interact with and derive value from the

• MongoDB Community Edition to Atlas: A Migration Masterclass With BharatPE Launched in 2018, BharatPE is a fintech pioneer serving millions of Indian retailers and small businesse

• Blog Redis to Manage Storage Replication Redis is a simple, yet powerful in-memory database platform with use cases ranging from session management, queues and pub/sub to general

• HNSW uses layered graph structure to cut search hops in high‑dimensional vector spaces. • It balances speed, accuracy, and scalability, outperforming many ANN alternatives. • HNS

• Redis 8 GA released, delivering 87% faster commands and 2x higher throughput. • 30+ performance boosts: 18% faster replication, 16x query engine power. • Redis Open Source rename

• 60% of banking leaders cite slow digital transformation as a customer loss factor. • Redis boosts mobile banking speed by 76%, enhancing loyalty and retention. • Real‑time fraud

• MCP is a standard enabling AI agents to tap live data and tools beyond static training. • It solves static knowledge limits by connecting models to real‑time sources like weather

• Redis runs entirely in memory, delivering sub‑millisecond vector search for GenAI workloads. • Elasticsearch relies on disk‑based Lucene, causing ’near real‑time’ latency and tun

• Spring AI 1.0 GA launched, offering a full-featured AI engineering framework for Java developers. • Redis acts as a native vector store, delivering lightning‑fast AI app performa

• Azure Managed Redis (AMR) now generally available, offering fully‑managed, first‑party Redis on Azure. • Built on Redis 7.4, with upcoming access to Redis 8.0 for advanced featur

• Redis began as a simple cache in the client‑server era, easing stateless HTTP challenges. • Over time, Redis expanded into a full data platform, adding persistence, pub/sub, and

• OpenShift AI gives enterprises a unified platform to deploy, manage, and scale AI/ML workloads efficiently. • Redis, the fastest in‑memory database, now supports vector storage,

• Spring Release introduces AI-focused tools, Redis Cloud enhancements, and Redis 8 release candidate. • Redis LangCache, a private preview semantic cache, cuts LLM latency and cos

• Redis 8 GA released, now the fastest, most scalable version yet. • Performance gains: up to 87% faster commands, 2x throughput, 18% replication speed. • Redis Query Engine delive

• Reduced pCTR model training from 75 hours/epoch on 450M samples to under 1 hour on 2B samples. • Built ArrowStreamServer, an in‑house low‑latency Parquet streaming library, repla