# How to build CI/CD pipelines for real-time analytics projects

DevFeed: [How to build CI/CD pipelines for real-time analytics projects](<https://devfeed.tech/articles/how-to-build-ci-cd-pipelines-for-real-time-analytics-projects-18433.md>)

Original publisher: [Read original article](<https://www.tinybird.co/blog/ci-cd-best-practices-with-tinybird>)

Author: Gonzalo Gómez

Published: 2025-05-25T00:00:00Z

Content type: tutorial

Language: en

Sources: [Tinybird](<https://devfeed.tech/sources/tinybird.md>)

Topics: [CI/CD](<https://devfeed.tech/topics/cicd.md>), [data](<https://devfeed.tech/topics/data.md>), [real-time](<https://devfeed.tech/topics/real-time.md>)

Tags: [analytics](<https://devfeed.tech/tags/analytics.md>), [best-practices](<https://devfeed.tech/tags/best-practices.md>), [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [i-built-this](<https://devfeed.tech/tags/i-built-this.md>), [pipelines](<https://devfeed.tech/tags/pipelines.md>), [real-time](<https://devfeed.tech/tags/real-time.md>)

## AI overview

This article presents best practices for building CI/CD pipelines for real-time analytics projects and highlights that data pipelines can fail differently from application code.

## Source excerpt

CI/CD for data pipelines fails differently than application code. These best practices prevent the mistakes we've seen repeatedly.