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anandgupta42 committed Nov 15, 2022
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Data contracts is an amazing initiative to bring data producers and data consumers together. This is a curated list of awesome articles, tools, resources that will help you understand concepts and start your data contracts journey.

- [*Awesome* Data Contracts](#awesome-data-contracts)
- [Articles and Blogs](#articles-and-blogs)
- [Videos](#videos)
- [Tools](#tools)
- [Resources](#resources)
- [Articles and Blogs](#articles-and-blogs)
- [Videos](#videos)
- [Tools](#tools)
- [Related Blogs](#related-blogs)

### Articles and Blogs

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1. [Improving data quality with data contracts (GoCardless)](https://medium.com/gocardless-tech/improving-data-quality-with-data-contracts-238041e35698) What are data contracts and GoCardless implementation of data contracts
2. [Interfaces and Breaking Stuff by Tristan Handy (CEO, DBT)](https://roundup.getdbt.com/p/interfaces-and-breaking-stuff) Need of data contracts as data interfaces and analogy with software APIs
3. [Implementing data contracts at GoCardless](https://medium.com/gocardless-tech/implementing-data-contracts-at-gocardless-3b5c49074d13) Data contract specification examples from GoCardless systems
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6. [Data Contract Battle Royale w/ Chad Sanderson vs Ethan Aaron](https://www.youtube.com/watch?v=4BEpYAp3Qu4)

### Tools

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1. [Avo.app](http://Avo.app) - Avo is a data governance platform that error-proofs your analytics events and speeds up implementation.
2. [Reflekt](https://github.com/GClunies/Reflekt) - Define tracking plans as code for analytics
3. [Iteratively](https://iterative.ly/) - Bring your data teams, product managers and engineers together to define, instrument, verify and collaborate on analytics tracking
4. [Buz](https://buz.dev/) - Buz collects, validates, and delivers schematized data to where it needs to bee
5. [Benthos](https://github.com/benthosdev/benthos) - Benthos is a high performance and resilient stream processor, able to connect various sources and sinks in a range of brokering patterns and perform hydration, enrichments, transformations and filters on payloads.
6. [Schemata](https://github.com/ananthdurai/schemata) - Schemata is a schema modeling framework for decentralized domain-driven ownership of data. Schemata combines a set of standard metadata definitions for each schema & data field and a scoring algorithm to provide a feedback loop on how efficient the data modeling of your data warehouse is.

### Resources

### Related Blogs
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1. [Establish formal data contracts between consumers and producers](https://blogs.perficient.com/2018/08/02/establishing-formal-data-contracts-between-data-owners-data-consumers/) Older article from 2018 that explored the concept of data contracts (Older generation article)
2. [Data Mesh — A Data Movement and Processing Platform @ Netflix -](https://netflixtechblog.com/data-mesh-a-data-movement-and-processing-platform-netflix-1288bcab2873) ********Schema enforcement in Netflix’s data mesh platform
2. [Data Mesh — A Data Movement and Processing Platform @ Netflix -](https://netflixtechblog.com/data-mesh-a-data-movement-and-processing-platform-netflix-1288bcab2873) Schema enforcement in Netflix’s data mesh platform

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