--- title: Iterate your real-time data pipelines with Git | daily.dev description: As you build real-time data pipelines in Tinybird, one thing is certain: Your data model will change. The only constant is change. So when you want to make... canonical: https://daily.dev/posts/iterate-your-real-time-data-pipelines-with-git-on3nifqc0 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Iterate your real-time data pipelines with Git | daily.dev og:description: As you build real-time data pipelines in Tinybird, one thing is certain: Your data model will change. The only constant is change. So when you want to make... og:url: https://daily.dev/posts/iterate-your-real-time-data-pipelines-with-git-on3nifqc0 og:image: https://api.daily.dev/og/posts/ON3niFqc0.png og:image:alt: Iterate your real-time data pipelines with Git og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Iterate your real-time data pipelines with Git **[Tinybird](https://daily.dev/sources/tinybird)** · 12 min read · 1 upvotes · 0 comments ## Summary As you build real-time data pipelines in Tinybird, one thing is certain: Your data model will change. The only constant is change. So when you want to make changes, you need to lean on tried and true processes and workflows that enforce quality, enhance collaboration, standardize releases, and protect production. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#testing](https://daily.dev/tags/testing), [#git](https://daily.dev/tags/git), [#tinybird](https://daily.dev/tags/tinybird) [View this post on daily.dev](https://daily.dev/posts/iterate-your-real-time-data-pipelines-with-git-on3nifqc0) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Iterate your real-time data pipelines with Git","url":"https://daily.dev/posts/iterate-your-real-time-data-pipelines-with-git-on3nifqc0","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/iterate-your-real-time-data-pipelines-with-git-on3nifqc0"},"datePublished":"2023-09-20T12:56:33.287Z","dateModified":"2023-09-20T12:56:32.029Z","description":"As you build real-time data pipelines in Tinybird, one thing is certain: Your data model will change. The only constant is change. So when you want to make...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/31a61311b100a01e6cb0132bd7f7d138?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/31a61311b100a01e6cb0132bd7f7d138?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Tinybird","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Tinybird","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/Tinybird-Avatar","url":"https://daily.dev/sources/tinybird"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/iterate-your-real-time-data-pipelines-with-git-on3nifqc0","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"testing,git,tinybird","timeRequired":"PT12M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Tinybird","item":"https://daily.dev/sources/tinybird"},{"@type":"ListItem","position":3,"name":"Iterate your real-time data pipelines with Git"}]} ```