Managing-and-Serving-Features
Managing and serving features is a crucial aspect of software development and deployment, particularly in agile environments. It involves the strategic implementation of new functionalities while ensuring stability and user satisfaction. Techniques such as feature toggles allow developers to control the rollout of features, enabling gradual exposure to users and minimizing risks associated with new releases. This approach not only facilitates testing and feedback collection but also empowers teams to make data-driven decisions. Effective management of features ensures that applications remain responsive to user needs while maintaining high-quality performance throughout their lifecycle.
Features
Features FastAPI features FastAPI gives you the following: Based on open standards OpenAPI for API creation, including declarations of path operations , parameters, body requests, security, etc. Auto...
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Graceful Launches with Feature Toggles
Feature Toggle Ever deployed a shiny new feature to your production environment, only to be met with unforeseen issues or disgruntled users? Feature flags, also known as feature toggles, come to the r...
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Environment & Package Management
A good handle on Package and Environment management ensures that we continue to avail the benefits of the latest package functionalities while ensuring that projects running on older package releases…...
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Bugs and features
One of the nice things that sourceforge offers is a feature and bug tracking system. You can check out the bugs here and the features here, or click on the links from the main project page. I’ve start...
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Feature Handling
In this article, we will understand how to handle categorical and numerical features in a given data set. Before we start with how to handle them let's first understand what categorical and numeric…
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Important ASP.NET Core Features
New and extended features are being added frequently which are helping developers to build and deploy highly scalable and high-performance web applications. It also provide application monitoring and…...
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How to create New Features using Clustering!!
A Feature is a piece of information that might be useful for prediction. this process of creating new features comes under Feature Engineering. Feature-Engineering is a Science of extracting more…
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Features for large-scale deployments
Fleet-wide operator profiling API usage logging Attaching metadata to saved TorchScript models Build environment considerations Common extension points This note talks about several extension points a...
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Maintaining the Quality of Your Feature Store
Image by author The fundamentals of feature stores and a few tips on how and why you should monitor them Since Uber first introduced the concept in 2017, the feature store has been steadily gaining po...
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Features in Image [Part -1]
In computer vision and image processing, a feature is a piece of information that is relevant for solving the computational task related to a certain application.
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Deploying your system
Even though deploying services sounds easy, there's a lot of things to think about if you take a closer look. This section will describe how to perform efficient deployments, configure your services a...
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Feature Flags are Valuable for Managers as Well as Developers
How do you deploy a new feature in production? Do you create a new release of your application and then push it to production? Can the preceding release already contain the code? For years, I have…
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