---
title: "Discussion on \"Your Pipelines Got Faster. Your Checks Did Not.\n\" | Hashnode"
description: "Discussion on \"Your Pipelines Got Faster. Your Checks Did Not.\n\". Data teams put 72% of their AI focus on writing code and 24% on testing pipelines. What that gap costs, and the checks worth putting back this quarter."
url: "https://hashnode.com/posts/your-pipelines-got-faster-your-checks-did-not/6a9da780cd4942b2df380cdd"
---

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# [Your Pipelines Got Faster. Your Checks Did Not.](https://opustechnologiesblog.hashnode.dev/your-pipelines-got-faster-your-checks-did-not?utm_source=hashnode&utm_medium=feed)

Data teams put 72% of their AI focus on writing code and 24% on testing pipelines. What that gap costs, and the checks worth putting back this quarter.

Sep 6 · 4 min read · opustechnologiesblog.hashnode.dev  
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-   [#data-engineering](https://hashnode.com/tag/data-engineering)
-   [#data-pipeline-testing](https://hashnode.com/tag/data-pipeline-testing)
-   [#data-quality](https://hashnode.com/tag/data-quality)
-   [#data-observability](https://hashnode.com/tag/data-observability)
-   [#analytics-engineering](https://hashnode.com/tag/analytics-engineering)

## Written by

[Opus Technologies](https://hashnode.com/@opustechglobal)

@opustechglobal · Pune, India

  
[View profile](https://hashnode.com/@opustechglobal)

Engineering the NEXT… in payments, banking, and fintech.

AI-enabled omnichannel cross-border payment processing network. Builds one-stop solutions for payment facilitations, enable banks and payment processors to offer card management and payment solutions for customer experiences, and more.

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