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Expand Up @@ -81,6 +81,7 @@ Data contracts is an amazing initiative to bring data producers and data consume
- [Buz](https://buz.dev/) - Buz collects, validates, and delivers schematized data to where it needs to bee
- [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.
- [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.
- [DataKitchen Open Source Data Observability](https://docs.datakitchen.io/articles/?readerUiPreview=1#!open-source-data-observability/data-observability-overview) - End to end Data Journey Observability plus data profiling, anomaly detection, and auto created data quality validation tests. With UI. Apache 2.0 license

## Specifications and Protocols

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