From 4fc6e43782b5e89b52d3354cd76ff5822a218ca4 Mon Sep 17 00:00:00 2001
From: Mark Freeman <126203919+mark-gable@users.noreply.github.com>
Date: Mon, 5 Jan 2026 10:34:01 -0800
Subject: [PATCH] Update README.md

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-> [!WARNING]
-> Note: This chapter and code repository is under early preview and may be updated between now and when the complete book is published.
->
-> Please feel free to [message me directly on LinkedIn](https://www.linkedin.com/in/mafreeman2/) if you have any feedback, as I would love to implement it during our final round of edits!
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 Welcome to the code repository for the hands-on coding exercise within ***Chapter 7: Implementing Data Contracts***, from the the O'reilly book ***Data Contracts: Developing Production Grade Pipelines at Scale***.
 
 In this repo we will introduce you how to implement the data contract architecture end-to-end using fully open-source tools, as well as walk you through the workflow of handling data contract violations. This is a compliment to the book, but you can also go through this end-to-end with repo alone.