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source/content/why_automation/benefits.md

@@ -5,20 +5,20 @@ Automation in platforms like **GitLab** and **GitHub** plays a crucial role in e
 It{% else %}Automation{% endif %} offers significant advantages across various fields beyond software development, including scientific research, data analysis, and project management.
 
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-Automating **repetitive tasks** lets developers focus on **strategic work**, streamlining development and **reducing human error** in testing, building, and deployment for **reliable outcomes**. 
-Automation of the delivery pipeline—from **code commit to production**—enables **faster releases**.
-In an academic setting, an automated delivery pipeline can help researchers **publish findings** more quickly.
+By automating **repetitive tasks**, developers can focus on more **strategic work**, streamlining development and **reducing human error** in testing, building, and deployment for **reliable outcomes**. 
+Automation of the delivery pipeline—from **code commits to production**—enables **faster, more reliable releases**.
+In academia, an automated delivery pipeline can help researchers **publish findings** more quickly.
 
-**Automation fosters collaboration** by smoothly integrating team contributions. 
-In research, it can help **share data** and **results** across teams, enhancing **transparency** and **reproducibility**.
-**CI/CD practices** ensure consistent **testing and deployment environments**, reducing **environment-specific issues**. 
+**Automation fosters collaboration** by seamlessly integrating team contributions. 
+In research, it enhances **transparency** and **reproducibility** by facilitating **data sharing** and **result validation** across teams.
+**CI/CD practices** ensure consistent **testing and deployment environments**, reducing **environment-specific issues** 
 This is crucial in research, where **reproducibility** is key and facilitates contributions by other researchers because they can easily replicate the work.
-**Automated testing** provides **immediate feedback**, allowing for **quicker iterations** and **continuous improvement**.
-Research projects can benefit from this by quickly identifying issues and making necessary adjustments to the code or data.
+**Automated testing** provides **immediate feedback**, enabling **quicker iterations** and **continuous improvement**.
+This helps research projects swiftly identify issues and make necessary adjustments to the code or data.
 For growing projects, automation **manages complex workflows** and large teams, supporting **scalability**.
 CI/CD practices facilitate the reproducibility of research results by ensuring that the code and data are consistent across different environments.
 
-**Continuous integration and testing** maintain **high code quality** and **reliability**, ensuring software meets **user expectations**.
+**Continuous integration and testing** help maintain **high code quality** and **reliability**, ensuring software meets **user expectations**.
 
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 - **Speeds up development** ⏩