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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
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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
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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
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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
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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
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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
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Azure Cosmos DB is a globally distributed, multi-model NoSQL database built for high availability and low-latency workloads. When integrating Cosmos DB with applications written in Go, developers use the Azure Cosmos DB Go SDK, which provides a rich set of APIs for database and container operations, query execution, and configuration features such as retry policies, HTTP pipeline customization, OpenTelemetry integration, and query diagnostics. This article offers a practical guide to configuring and customizing the Go SDK for Azure Cosmos DB, ... How To Configure And Customize The Go SDK For Azure Cosmos DB
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When building Ruby on Rails applications, managing access control can quickly become complex. Without a proper authorization layer, your codebase can end up with scattered conditionals and hard-to-maintain logic. This is where Pundit comes into play—a lightweight, flexible, and developer-friendly authorization library for Rails. Pundit uses plain Ruby objects and a policy-based structure, making it easy to maintain, test, and understand. In this article, we’ll walk through how to integrate and use Pundit effectively in a Rails app to simplify ... How To Simplify Access Control In Ruby On Rails Products With Pundit
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Segmentation faults are the bane of many C and C++ programmers’ existence. They occur when a program tries to access a memory location it’s not allowed to, often due to bugs such as dereferencing a null or dangling pointer. Rust, a systems programming language developed by Mozilla, was designed to overcome such problems at compile time without a garbage collector. By enforcing memory safety through its innovative ownership system, eliminating nulls, and enforcing strict safety checks, Rust makes a compelling ... How Rust Prevents Segmentation Faults With Its Ownership System, Null-Free Constructs, And Safety Checks: Overcoming Common C Programming Challenges
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In a world increasingly dependent on digital interactions, identity verification must evolve to become more secure, private, and user-controlled. Standards like SD-JWT (Selective Disclosure JSON Web Token), OIDC4VCI (OpenID Connect for Verifiable Credential Issuance), and OIDC4VP (OpenID Connect for Verifiable Presentations) empower individuals to disclose only the necessary parts of their digital credentials in a consented and verifiable manner. This article explores how these standards work together, with hands-on implementation examples using Spring Boot as the credential issuer and Android ... How SD-JWTs, OIDC4VCI, And OIDC4VP Enable User-Consented, Selective Disclosure Of Verifiable Credentials With Spring Boot And Android
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Oracle databases are among the most powerful and feature-rich relational database systems available. Their robust capabilities make them ideal for enterprise-level applications, yet developers and DBAs often encounter a range of challenges that can be difficult to debug or resolve efficiently. This article explores common Oracle database issues and provides concrete solutions and SQL/PLSQL coding examples to tackle them. ORA-12154: TNS:could not resolve the connect identifier specified Problem: This is a common error that occurs when a connection string to ... Frequently Encountered Problems When Working With Oracle Databases and How to Solve Them
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The evolution of web application development has undergone a dramatic transformation in the past decade. With the rise of single-page applications (SPAs), rich user experiences, and the need for low-latency processing, traditional JavaScript-based development is no longer sufficient for all use cases. This is where Rust and WebAssembly (WASM) come in—a combination that has the potential to change how we think about the frontend. Rust is a systems programming language focused on safety and performance, while WebAssembly is a binary ... How Rust and WebAssembly Together Enable the Development of Secure, Fast, and High-Performance Web Applications