---
title: "Discussion on \"Shift-Left Testing: How to Automate QA/QC Pipelines with SonarQube and GitHub Actions\" | Hashnode"
description: "Discussion on \"Shift-Left Testing: How to Automate QA/QC Pipelines with SonarQube and GitHub Actions\". Finding a bug in production costs significantly more to fix than catching it during development. This is the core argument behind shift-left testing, the practice of moving quality checks earlier in t"
url: "https://hashnode.com/posts/shift-left-testing/69c95af94c26fafd74168864"
---

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# [Shift-Left Testing: How to Automate QA/QC Pipelines with SonarQube and GitHub Actions](https://actocodes.hashnode.dev/shift-left-testing?utm_source=hashnode&utm_medium=feed)

Finding a bug in production costs significantly more to fix than catching it during development. This is the core argument behind shift-left testing, the practice of moving quality checks earlier in t

Mar 29 · 10 min read · actocodes.hashnode.dev  
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## Written by

[ThankGod Chibugwum Obobo](https://hashnode.com/@actocodes)

@actocodes · Lagos, Nigeria.

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

Software Developer || Devops Engineer

I am a passionate and results-driven Software Developer &amp; DevOps Engineer with a strong interest in building a clean and maintainable codebase. With hands-on experience across the full development lifecycle, from planning and design to implementation and deployment, I specialize in developing clean performant code and automating robust infrastructure workflows. I thrive at the intersection of software engineering and DevOps practices, where I can streamline processes, improve reliability, and accelerate delivery cycles. I’m always seeking new opportunities to impact meaningful projects, work with talented teams, and continue growing at the forefront of technology.

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