# How Vinted Standardizes Large-Scale Decentralized Data Pipelines

DevFeed: [How Vinted Standardizes Large-Scale Decentralized Data Pipelines](<https://devfeed.tech/articles/orchestrating-success-20441.md>)

Original publisher: [Read original article](<https://vinted.engineering//2025/12/29/orchestrating-success/>)

Author: Oscar Ligthart

Published: 2025-12-29T00:00:00Z

Content type: article

Language: en

Sources: [Vinted](<https://devfeed.tech/sources/vinted.md>)

Topics: [Data Infrastructure](<https://devfeed.tech/topics/data-infrastructure.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [airflow](<https://devfeed.tech/topics/airflow.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [airflow](<https://devfeed.tech/tags/airflow.md>), [business-logic](<https://devfeed.tech/tags/business-logic.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [data](<https://devfeed.tech/tags/data.md>), [dependencies](<https://devfeed.tech/tags/dependencies.md>), [domain](<https://devfeed.tech/tags/domain.md>), [gcp](<https://devfeed.tech/tags/gcp.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [pipelines](<https://devfeed.tech/tags/pipelines.md>), [scale](<https://devfeed.tech/tags/scale.md>)

## AI overview

Vinted describes its migration to cloud-based data infrastructure and the challenges of coordinating dependencies across decentralized teams and domains. The article explains why relying on teams to hand-craft Airflow DAGs would add unnecessary complexity, and discusses adapting the conventional dbt-with-Airflow approach to Vinted's scale and cost constraints.

## Source excerpt

TL;DR: How Vinted standardizes large-scale decentralized data pipelines.