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      <title>Self-Hosted Data Contract Management: Data Contract CLI vs ODCS vs Wimsey</title>
      <link>https://www.pistack.xyz/posts/2026-05-17-self-hosted-data-contract-management-datacontract-cli-odcs-wimsey-guide/</link>
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      <description>&lt;p&gt;Data contracts are formal agreements between data producers and consumers that define the schema, quality rules, and ownership expectations for data pipelines. Just as API contracts ensure that service providers and clients agree on request and response formats, data contracts prevent breaking changes in data pipelines, enforce quality standards, and establish accountability. Three open-source tools lead the data contract management space: &lt;strong&gt;datacontract-cli&lt;/strong&gt;, the &lt;strong&gt;Open Data Contract Standard (ODCS)&lt;/strong&gt;, and &lt;strong&gt;Wimsey&lt;/strong&gt;.&lt;/p&gt;</description>
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