What I left out at that point is that managers own quality in old code. Remember, developers don't have the leverage to get the resources to deal with old code. Managers do. That makes sense because managers also own the business risk of having those old issues out in production and ...
Code quality is measurableusing metricslike readability, maintainability, testability, and reusability, with tools available to help assess and improve these aspects. Improving code qualityinvolves adhering to coding standards, conducting regular code reviews, writing unit tests, refactoring, leveraging automa...
Refactor your code regularly Use version control Perform code reviews A coding standard ensures that code is written in a maintainable manner, reducing the time and effort needed for future modifications.
This article will show you step by step how to create the machine learning pipeline, starting with an easy one and working up to a more complicated one. If you are familiar with the Scikit-learn pipeline and ColumnTransformer, you can jump directly to the part you want to learn more abou...
By the time you improve your process, you’re lucky if you can get to $0.00. A buffer is basically an over-under estimate on the risk associated with a task. There are developer situations where virtually no buffer is necessary. Here are some examples that I would characterize as low ...
The main goal of the Code Quality Check (CQC) is to gather data about the source code base. As such, the CQC is not a direct part of the architecture evaluation.doi:10.1007/978-3-319-34177-4_9Jens KnodelFraunhofer IESEMatthias NaabFraunhofer IESESpringer International Publishing...
Technical debt refers to the cost of maintaining a codebase developed with suboptimal practices or shortcuts. It accumulates over time, and if left unchecked, it can make it difficult or impossible to maintain or improve the codebase without significant effort or cost. Due to deadlines, budgets...
Working with String Catalogs for App Localization in iOS 17 With the release of Xcode 15, Apple introduced an exciting feature called String Catalogs. This feature aims to streamline the SwiftUI Using SwiftData with Preview in SwiftUI In the earlier tutorial, I have walked you through the basics...
How Unit Testing helps us to improve Code Quality. At Cashfree Payments, one of the places where unit testing comes to the rescue is to keep the functionality intact in an internal library project where multiple teams would contribute and consume. Each PR would have unit tests added to ensure...
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