Xenobiasoft Blog
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Written by Shannon Stewart I am a software architect and engineer focused on Azure, C#, and AI. I write about real-world projects, cloud-native patterns, and building smarter systems with modern tools.

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The feature that changed how I play fantasy football: a log that freezes every roster move, compares then vs. now, and has an AI tell me where my own grades were wrong. Part 3 of a series.

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