Introduction to House Price Prediction Predicting house prices is a complex task that involves a multitude of factors, from the physical condition of the property to its location and surrounding environment. With the rise of machine learning, developers and real estate enthusiasts have found powerful tools to make accurate predictions. In this article, we will delve into the world of gradient boosting and how it can be used to create a robust house price prediction system....

The Illusion of Readable Code As developers, we often pride ourselves on writing clean, readable code. We follow best practices, use meaningful variable names, and ensure our logic is well-structured. However, there’s a harsh reality we need to confront: our code might not be as readable as we think it is. Let’s dive into the reasons why and explore some practical solutions to improve code readability. The Audience Factor One of the most critical aspects of code readability is the audience....

Introduction to Circuit Breakers In the world of microservices, where multiple services collaborate to handle requests, the risk of cascading failures is ever-present. Imagine a scenario where one service is down or responding slowly, causing a chain reaction that brings down the entire system. This is where the Circuit Breaker pattern comes into play, acting as a guardian that prevents such catastrophic failures. What is a Circuit Breaker? A Circuit Breaker is a design pattern that prevents a network or service failure from cascading to other services....

The Nostalgia of Legacy Systems In the ever-evolving landscape of software development, the term “legacy system” often carries a negative connotation. It’s synonymous with outdated, cumbersome, and perhaps even a bit archaic. However, there’s a compelling case to be made for why these old systems still have a place in our modern technological ecosystem. The Reliability Factor Legacy systems, despite their age, have one undeniable advantage: they work. And they often work consistently, having been battle-tested over years of operation....

Setting Up Your Rust Development Environment Before diving into the world of microservices with Rust, you need to set up your development environment. Here are the steps to get you started: Install Rust: If you haven’t already, install Rust using the official installation tool, rustup. curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh Choose a Framework: For building microservices, a popular choice is the axum framework. You can add it to your Cargo....