Here is short info about post: Modern data platforms are growing rapidly in complexity, and ensuring that Personally Identifiable Information (PII) is properly tagged, metadata is maintained, and SQL lineage is clearly tracked is essential for security, governance, and regulatory compliance. Fortunately, by integrating GPT-4, OpenMetadata, dbt, Trino, and Python, organizations can create an automated, intelligent data management pipeline. In this article, we’ll walk through how to automate PII tagging, metadata enrichment, and lineage tracking using this toolchain. Overview of Tools and Architecture GPT-4: Used for ... How To Automate PII Tagging, Metadata Management, And SQL Lineage Tracking With GPT-4, OpenMetadata, dbt, Trino, and Python For Smarter Data Management

Here is short info about post: As modern applications increasingly rely on complex relationships between data entities, traditional relational databases can become cumbersome to manage. Graph databases offer a natural way to model these relationships, making them ideal for social networks, recommendation engines, and more. In this article, we explore how to implement a graph database in Java using Eclipse JNoSQL and Jakarta Data. You’ll learn how to configure the environment, model graph entities, and perform graph operations in a modern, cloud-native Java setup. What Are ... How To Implement Graph Databases In Java Using Eclipse JNoSQL And Jakarta Data

Here is short info about post: In the era of cloud-native applications and microservices, synchronous, blocking HTTP clients like RestTemplate fall short in terms of performance and scalability. To address this limitation, Spring WebFlux offers WebClient — a powerful, reactive HTTP client that supports non-blocking, asynchronous communication. In this article, we’ll explore how WebClient works within the Spring WebFlux framework, its advantages over traditional clients, and how to use it to communicate between microservices or with external APIs. We’ll provide code examples for real-world scenarios and ... WebClient as a Reactive HTTP Client in Spring WebFlux: Enabling Asynchronous, Non-Blocking Communication Between Microservices

Here is short info about post: Caching is a cornerstone of web performance optimization. By storing and reusing previously fetched or computed data, caching reduces latency, lightens server load, and ensures scalability. In a world where milliseconds can impact user engagement and conversion rates, understanding and applying effective caching strategies can dramatically improve the performance of your web projects. In this article, we’ll explore key caching strategies—including browser caching, CDN caching, server-side caching, database query caching, and application-level caching—along with how to implement them using code ... Key Caching Strategies to Reduce Server Load and Speed Up Responses for Effective Web Project Optimization

Here is short info about post: As data becomes the lifeblood of modern applications, the way we interact with databases is undergoing a revolutionary transformation. While traditional SQL remains the backbone of data querying, its accessibility to non-technical users has always been limited. Enter NL2SQL — the process of converting Natural Language (NL) to Structured Query Language (SQL) using AI. Combined with a well-designed backend architecture, this hybrid approach offers the best of both worlds: robustness, security, and performance from the backend, with user-friendly AI-powered querying ... A Hybrid of Solid Backend Architecture and AI-Powered NL2SQL Assistance as the Future of Database Interaction

Here is short info about post: Endpoints—laptops, desktops, smartphones, and IoT devices—serve as critical access points to enterprise systems and sensitive data. As workforces become increasingly mobile and cyber threats grow in sophistication, endpoint security must evolve beyond traditional antivirus software. Today’s effective endpoint architecture adopts principles like Zero Trust, Secure by Default, device approval, hardening, patching, malware protection, and encryption to ensure systems remain secure even under active attack. This article explores how to design such an architecture, backed by examples and best practices. Zero ... Designing a Secure Endpoint Architecture: A Zero Trust Approach

Here is short info about post: In today’s data-driven landscape, organizations often use a mix of cloud services across providers. Google BigQuery is renowned for its high-performance data warehousing, while Amazon SageMaker Studio provides a powerful environment for developing, training, and deploying machine learning models. A common enterprise requirement is the ability to pull data from BigQuery directly into SageMaker for real-time machine learning workflows. In this guide, we will walk through how to achieve this integration using Amazon SageMaker Data Wrangler. What is SageMaker Data ... How To Connect Google BigQuery To Amazon SageMaker Studio Using Data Wrangler For Real-Time Machine Learning

Here is short info about post: Modern software systems are increasingly complex, interconnected, and vulnerable to a growing range of security threats. As a result, traditional static and manual code audits can no longer keep pace. This has led to the emergence of Agentic AI, a new paradigm where multiple intelligent agents collaborate autonomously to perform critical tasks in software security: detecting, fixing, and verifying vulnerabilities in codebases. In this article, we explore how Agentic AI works in a multi-agent system to secure codebases, highlight the ... How Agentic AI Enables Several Agents To Jointly Detect, Fix, And Verify Security Vulnerabilities In The Codebase

Here is short info about post: Testing is a cornerstone of software quality, and while traditional example-based unit testing validates specific scenarios, it often falls short in uncovering edge cases. Property-Based Testing (PBT) offers a different paradigm—one that emphasizes the behavior of code over a broad set of inputs, helping engineers discover hidden bugs and improve confidence in their systems. This article dives into the principles of property-based testing, explains how it differs from conventional testing, and provides practical examples using Go, with a focus on ... Property-Based Testing In Go: Principles And Implementation

Here is short info about post: Microsoft Excel supports two primary formats for storing spreadsheets: XLS (the older binary format used in Excel 97-2003) and XLSX (the newer XML-based format introduced in Excel 2007). As more applications and APIs move toward supporting modern formats, converting legacy XLS files to XLSX has become a common requirement in enterprise Java applications. In this article, we will walk through how to convert .xls to .xlsx in Java using Apache POI, a robust open-source library for working with Microsoft Office ... How To Convert XLS To XLSX In Java

Here is short info about post: As enterprises increasingly adopt multi-cloud strategies, managing traffic efficiently across clusters in different cloud providers becomes a complex but critical task. Kubernetes offers a powerful abstraction for orchestrating containerized workloads, but its native networking stack doesn’t handle multi-cloud traffic routing out of the box. That’s where Istio—a powerful service mesh—comes in. By using multiple Istio Ingress Gateways strategically, organizations can route, balance, and secure traffic between Kubernetes clusters across cloud boundaries. This article will walk you through how to optimize ... How To Optimize Traffic In Multi-Cloud Kubernetes With Multiple Istio Ingress Gateways

Here is short info about post: Modern frontend development is synonymous with React, and with great interfaces come great responsibilities — including testing. Cypress has quickly become one of the most favored testing frameworks due to its developer-friendly syntax, fast execution, and real-time browser interaction. In this article, we’ll explore how to use Cypress in React projects to create reliable, maintainable, and scalable tests that empower continuous delivery and fearless refactoring. Why Choose Cypress for Testing React Applications? Before diving into implementation, let’s address why Cypress ... How To Use Cypress In React Projects To Create Reliable And Maintainable Tests