Data Resources

Real-Time Recommendations Powered by Spanner, BigQuery, and Vector Embeddings

Through vector embeddings, this BigQuery and Spanner-powered system delivers real-time, personalized recommendations by capturing nuanced user and product similarities.

August 12, 2025

by Yogesh Tewari

· 3,396 Views · 3 Likes

Declarative Pipelines in Apache Spark 4.0

Apache Spark's declarative pipelines let you define your entire data pipeline's desired outcome, and Spark handles the execution details.

August 12, 2025

by Sandeep Bishnoi

· 7,525 Views · 7 Likes

Scoped Values: Revolutionizing Java Context Management

ScopedValue in Java offers safe, immutable context propagation with clear scoping and minimal overhead—ideal for structured concurrency and virtual threads.

August 12, 2025

by Ammar Husain

CORE

· 4,356 Views · 5 Likes

Development of System Configuration Management: Introduction

We replaced open-source SCM with our own. This series shares our experience, lessons, and advice for others facing the same choice.

August 11, 2025

by Georgii Kashintsev

· 2,042 Views · 4 Likes

Data Mesh Security: How to Protect Decentralized Data Architectures

Data mesh decentralizes data ownership, creating new security gaps. This guide covers zero trust, federated governance, and observability to secure modern architectures.

August 11, 2025

by Pranjal Sharma

· 6,247 Views · 8 Likes

Testing Approaches for Java Enterprise Applications With Jakarta NoSQL and Jakarta Data

Learn how testing strategies like mutation and data-driven testing improve reliability and quality in Jakarta EE apps, with practical tools and examples.

August 11, 2025

by Otavio Santana

CORE

· 2,550 Views · 7 Likes

Exploring C++23: Multidimensional Subscript Operator

C++23's multidimensional subscript operator simplifies array access, improving code readability and generic programming.

August 7, 2025

by Vishal Jain

· 2,054 Views · 1 Like

Introduction to Data-Driven Testing With JUnit 5: A Guide to Efficient and Scalable Testing

Use JUnit 5’s @ParameterizedTest with @EnumSource and @MethodSource to run tests with multiple data inputs, improve test coverage, and efficiency for robust applications.

August 7, 2025

by Otavio Santana

CORE

· 3,306 Views · 6 Likes

A Complete Guide to Creating Vector Embeddings for Your Entire Codebase

Learn how to transform your codebase into semantic vector embeddings for better code search, AI integration, and enhanced developer productivity.

August 1, 2025

by Chetan Yeddula

· 8,084 Views · 1 Like

KV Caching: The Hidden Speed Boost Behind Real-Time LLMs

LLMs slow down as outputs grow due to repeated attention over past tokens. KV caching skips redundant work by reusing keys and values, enabling 3–4× faster inference.

August 1, 2025

by Srinidhi Goud Myadaboyina

· 2,870 Views · 2 Likes

What Developers Need to Know About IP API Privacy in Mobile Apps (2025 Update)

Use IP APIs in mobile geolocation apps safely in 2025. Learn key risks, privacy law tips, and best practices for developers.

July 31, 2025

by Ramesh Chauhan

· 2,897 Views

Vibe Coding: Conversational Software Development — Part 3: Prompt Discipline

In part 3 of this series, learn how prompts shape AI-driven development in vibe coding, and how to craft effective system prompts for better coding outcomes.

July 31, 2025

by Gaurav Gaur

CORE

· 2,098 Views · 7 Likes

Immutable Objects Using Record in Java

Java 16 records simplify immutable class creation by automatically generating constructors, getters, and methods, reducing boilerplate code significantly.

July 30, 2025

by Davide Lorenzo Marino

· 6,632 Views · 2 Likes

Disaster Recovery Risks and Solutions

For data analysts, downtime is a direct threat to decision-making. When access to data is disrupted, insights stall, bad decisions multiply, and businesses pay the price.

July 30, 2025

by Olivia Cox

· 1,639 Views · 2 Likes

Apache Spark Framework for Clustering Algorithms in Distributed Mode

Apache Spark's framework to train clustering algorithms is not supported by SparkML in distributed mode using customer partitioners and the mapPartition technique.

July 29, 2025

by Arun Kumar Natva

· 1,697 Views · 1 Like

Getting Started With DuckDB in Python: A Fast and Lightweight Analytics Database

DuckDB is an embedded SQL OLAP engine that runs analytical queries on local files and DataFrames in Python, with minimal setup and no external server.

July 28, 2025

by Praveen Kumar Myakala

· 8,800 Views · 56 Likes

Unity Catalog + AI: How Databricks Is Making Data Governance AI-Native in 2025

Data governance from a restrictive practice to an enabling force, facilitating intelligent, secure, and agile data management within enterprises.

July 25, 2025

by Sairamakrishna BuchiReddy Karri

· 3,324 Views · 1 Like

Configuring Embedded Global Cache for App Connect Enterprise Running in Containers

Step-by-step instructions and important considerations to help you get the new Embedded Global Cache feature in ACE up and running in your containerized platform.

July 25, 2025

by Amar Shah

· 2,880 Views

CI/CD at Scale: Smarter Pipelines for Monorepo Mayhem

Smarter CI/CD for monorepos: use affected-only builds, caching, AI, and modular pipelines to scale efficiently without sacrificing velocity.

July 25, 2025

by Mohit Menghnani

CORE

· 2,896 Views · 3 Likes

Modern Data Projects Need Agile Thinking — Not Just Tech

Agile isn’t just for software. This article demonstrates how Agile methods enable data teams to adapt quickly, deliver tangible value, and avoid common project pitfalls.

July 25, 2025

by Pabitra Saikia

CORE

· 1,673 Views · 2 Likes

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