---
title: "Discussion on \"Shifting Security Left in Data Platforms: Docker Image Scanning with Trivy\" | Hashnode"
description: "Discussion on \"Shifting Security Left in Data Platforms: Docker Image Scanning with Trivy\". For busy data team like ours, the priority has always been to keep the platform reliable and fast while delivering new features. But reliability is not just about performance, it is about security as well.\nParts of our data pipeline and live inferenc..."
url: "https://hashnode.com/posts/shifting-security-left-in-data-platforms-docker-image-scanning-with-trivy/68b1cd094766f46b3df2f0d7"
---

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# [Shifting Security Left in Data Platforms: Docker Image Scanning with Trivy](https://waqassiddiqi.com/shifting-security-left-in-data-platforms-docker-image-scanning-with-trivy?utm_source=hashnode&utm_medium=feed)

For busy data team like ours, the priority has always been to keep the platform reliable and fast while delivering new features. But reliability is not just about performance, it is about security as well. Parts of our data pipeline and live inferenc...

Aug 29, 2025 · 3 min read · waqassiddiqi.com  
Updated Sep 14, 2025  
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-   [#devsecops](https://hashnode.com/tag/devsecops)
-   [#dataengineering](https://hashnode.com/tag/dataengineering)
-   [#docker](https://hashnode.com/tag/docker)
-   [#cloud-security](https://hashnode.com/tag/cloud-security)
-   [#githubaction](https://hashnode.com/tag/githubaction)
-   [#trivy](https://hashnode.com/tag/trivy)

## Written by

[Waqas Hussain Siddiqui](https://hashnode.com/@waqassiddiqi)

@waqassiddiqi · Perth, Australia

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

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