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The Shift Left Manifesto - v2
Data Management in the new world
Jul 9
•
Chad Sanderson
23
3
4
October 2025
Your Data Contracts Are in the Wrong Spot
Why data contracts fail when placed in the wrong part of your data lifecycle
Oct 9, 2025
•
Mark Freeman
and
Chad Sanderson
31
5
2
March 2025
The Shift Left Data Manifesto
Data for the AI Era
Mar 26, 2025
•
Chad Sanderson
93
9
7
January 2025
The Data-Conscious Software Engineer
The Unicorn That Data Teams Actually Need
Jan 28, 2025
•
Mark Freeman
47
2
May 2024
Why Data Quality Is So Hard In S3
And Data Lakes In General
May 17, 2024
•
Mark Freeman
and
Chad Sanderson
35
2
1
An Industry Shift: Moving From Collecting to Automating Metadata
An Introduction to Apache Iceberg and How It Can Work With Data Contracts
May 6, 2024
•
Mark Freeman
and
Chad Sanderson
39
4
5
February 2024
Data Contracts Book - Early Release
Chapters 1 & 2 Available Free
Feb 27, 2024
•
Chad Sanderson
31
1
January 2024
Why Data Quality Is More Important Than Ever in an AI-Driven World
The Shift to Data-Centric AI
Jan 8, 2024
•
Mikiko Bazeley
46
6
4
December 2023
The Data Quality Resolution Process
How Data Teams Manually Solve Data Quality Issues
Dec 11, 2023
•
Mark Freeman
41
4
2
The Consumer-Defined Data Contract
Why Producer-Centric Contracts (Can) Fail
Dec 4, 2023
•
Chad Sanderson
32
1
1
October 2023
The True Cost of Data Debt
TL;DR It's Trust
Oct 11, 2023
•
Mark Freeman
and
Chad Sanderson
56
2
3
September 2023
Tackling Data's Biggest Culture Problem
Introducing Gable.ai
Sep 12, 2023
•
Chad Sanderson
67
2
1
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