Dependency Pruning in Software Development
[ad_1] In software development, dependency pruning typically refers to the process of identifying and eliminating unnecessary dependencies within a codebase. Dependencies in this context are relationships between different modules, classes, functions, or components that require one another to function correctly. Key Aspects of Dependency Pruning in Software Development Dependency pruning aims to reduce coupling between […]
How to Handle Imbalanced Data for Machine Learning in Python
[ad_1] When dealing with classification problems in Machine Learning, one of the things we have to take into account is the balance of the classes that define the label. Imagine a scenario where we have a three-class problem. We make our initial analyses, calculate accuracy, and get 93%. Then, we go deeper and see that […]
Are Containers Only for Microservices? Myth Debunked
[ad_1] In the ever-evolving software delivery landscape, containerization has emerged as a transformative force, reshaping how organizations build, test, deploy, and manage their applications. Whether you are maintaining a monolithic legacy system, navigating the complexities of Service-Oriented Architecture (SOA), or orchestrating your digital strategy around application programming interfaces (APIs), containerization offers a pathway to increased […]
Handling Flaky Tests in LLM-powered Applications
[ad_1] Large Language Models (LLMs) are one of the most impressive pieces of tech we had in a long time. But from a developer’s viewpoint, LLMs are challenging to tests. In a way, an LLM presents the most radical type of flaky tests. The Unique Challenges of Testing LLMs: Flaky Tests Testing LLMs is unlike […]
Filter Out Security Vulnerability False Positives with VEX
[ad_1] Development and security teams are becoming overwhelmed by an ever-growing backlog of security vulnerabilities requiring their attention. Although these vulnerability insights are essential to safeguard organizations and their customers from potential threats, the findings are often bloated with a high volume of noise, especially from false positives. The 2022 Cloud Security Alert Fatigue Report […]
Kubernetes Deployments Demystified: A Guide to the Rolling Update Deployment Strategy
[ad_1] The need for efficient, reliable, and continuous deployment methods has never been more pressing. But how is this important and why? Kubernetes by itself is a robust orchestration platform that was built to manage and scale containerized applications. When it comes to Kubernetes, its true strength lies in its flexibility and while it excels […]
A Deep Dive Into CDC With Azure Data Factory
[ad_1] Change Data Capture (CDC) in SQL Server is a powerful feature designed to track and capture changes made to data within a database. It provides a reliable and efficient way to identify alterations to tables, allowing for the extraction of valuable insights into data modifications over time. By enabling CDC with Azure Data Factory, […]
Agile Development Best Practices for Determining What to Automate
[ad_1] Agile teams will not prosper if they don’t use frameworks to automate various development processes, including tests, builds, test environments, etc. Understanding that the primary goal of all agile teams is to successfully deliver real value to the customer ,which can be interpreted as providing functional software after the sprint, is necessary to comprehend […]