Refactoring involves changing the code's structure without modifying its behavior. This process can include rewriting sections to enhance readability, efficiency, or maintainability. Use version control Version control monitors changes to code over time, allowing you to easily revert to previous versions ...
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...
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 ...
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...
Measures the percentage of code executed during test runs. Identifies untested sections of the code toimprove test coverage. Helps in detecting potential bugs and vulnerabilities. Ensures bettersoftware qualityand reliability. Provides insights into the effectiveness of test cases. ...
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 ...
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...
through creating source code in a Python project, with the use of PyCharm's code intelligence features. You will see how PyCharm helps keep your source code in perfect shape, with proper indentations, spaces, imports etc. - actually, you'll see that PyCharm itself is a code quality to...
It’s worth discussing all of this with the team before development – during code reviews, architectural changes are very difficult to repair. You can also consider using a tool likeMinify JS / CSSto optimize your front-end code and improve load times. This online compressor reduces the size...
Recently, there has been a growing interest in studying how to construct better code instruction tuning data. However, we observe Code models trained with these datasets exhibit high performance on HumanEval but perform worse on other benchmarks such as LiveCodeBench. Upon further investigation, we...