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AutoFixture is designed to minimize the 'Arrange' phase of your unit tests in order to maximize maintainability. Its primary goal is to allow developers to focus on what is being tested rather than how to setup the test scenario, by minimizing the setup phase. It can be used to create anonymous variables of almost any type, to fill properties for complex object graphs and a lot more.
Bogus is a simple and sane fake data generator for .NET languages like C#, F# and VB.NET. It is fundamentally a C# port of faker.js and inspired by FluentValidation's syntax sugar. It can be used to generate realistic but not real data for testing or for populating databases with realistic data.
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