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The Evolution of FluentDynamoDB

· 5 min read
Dan Guisinger
Founder, Oproto Inc.

FluentDynamoDB has come a long way from its origins as a small internal helper library. What began as a verbose, hand-crafted collection of table definitions, mapping code, and string-based expression builders has evolved—under real production needs and the pressure of the Kiroween 2025 competition—into a fully source-generated, strongly-typed, expression-driven DynamoDB framework. This post walks through that transformation step by step, highlighting the major design pivots, the problems each phase solved, and how FluentDynamoDB grew into the modern developer experience it offers today.

Introducing FluentDynamoDB

· 5 min read
Dan Guisinger
Founder, Oproto Inc.

I'm Dan Guisinger, founder of Oproto, a small business financial platform built on a fully serverless, event-driven architecture. As we developed our microservices, we ran head-first into a familiar challenge for .NET developers:

DynamoDB is powerful, but the AWS SDK is painfully verbose, low-level, and easy to get wrong.

We needed something that made DynamoDB feel native to .NET — strongly typed, expressive, source-generated, and optimized for production workloads, not just demos.

That need eventually grew into FluentDynamoDB.