Azure Synapse Analytics, still commonly known as Azure Data Warehouse, is Microsoft's cloud data warehouse that processes relational and non-relational data for analytics. As one of the most popular data warehousing tools, Azure lets you generate real-time insights into almost every aspect of your business, from sales to customer service. But how do you get data to Azure in the first place? That's where an Extract, Transform, and Load (ETL) tool proves useful.

Mulesoft is often considered one of the leading names in data integration. It has a wide range of features that allow companies to integrate their applications, run analytics, and automate business processes. However, before you consider Mulesoft for your company’s needs, here are some reasons why Mulesoft may not be right for you.

In a recently posted article on DZone, “Microservices: Good for Developers’ Mental Health,” Sauce Labs engineer, Simone Pezzano, addresses the link between developer confidence and mental health in today’s new workplace. Pezzano tells the story of his team’s bumpy start on their journey from monolith to microservices. Initially, Pezzano viewed microservices as a scary concept with rapid release cycles and shorter testing times.

During the holiday break, our family had to get tested for COVID. We got at-home tests, as they were available, and it was easier than having to wait in line at a testing center. This got me thinking of a recent article in the New York Times, which raises the notion that experts are questioning the importance/value of measuring COVID caseloads with the rise in the use of at home tests.

Unit testing ensures that every feature or component of a program functions as intended. Unit testing is carried out by developers during the development sprint stages. This assists them in identifying and correcting tiny faults that might lead to larger issues in later stages. Previously, conducting unit tests on a built module was a time-consuming and laborious effort since developers had to manually test code for each component. As a result, final release dates were pushed back.

A defect, in simple language, is a flaw in a system i.e., a system is not working as it should. Defects are also called bugs or faults. In case of software, when the software code has been built, it is executed and then any defects may cause the system to fail to do what it should do (or do something it shouldn't), causing a failure. However, not all defects result in failures.

In this article, you will learn how to test database performance in Rails and solve some of the most common database performance issues. When you develop a Rails application, ActiveRecord is the default tool that manages your database. ActiveRecord provides an easy and fast interface to query and insert data using commands like.where, .save, .create, and.update. Rails does the work of converting these commands to SQL queries, which is a good thing, but sometimes can cause performance issues.

A lot of things got easier in 2021 as technology advanced tremendously to continue making the digital world more accessible and integrated into our everyday lives. But luckily there was something that got harder in 2021: being irresponsible with data. You see, with great power comes great responsibility, and as people’s data gets poured online, more and more restrictions appear to ensure that data is always safe, without exceptions.

How do you know it’s time to scale your SaaS business? Get expert advice on SaaS scaling from 20 industry pros.

Create and maintain dev, test and prod modern data stack deployments with Fivetran’s Terraform provider.