---
title: "Discussion on \"Test Automation: Tools, Frameworks & Best Practices for 2026\" | Hashnode"
description: "Discussion on \"Test Automation: Tools, Frameworks & Best Practices for 2026\". Learn what is test automation, why it’s important, tools used, benefits, and how Keploy enhances automated software performance testing."
url: "https://hashnode.com/posts/what-is-test-automation/68b940dd317810b619d53afd"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [Test Automation: Tools, Frameworks & Best Practices for 2026](https://community.keploy.io/what-is-test-automation?utm_source=hashnode&utm_medium=feed)

Learn what is test automation, why it’s important, tools used, benefits, and how Keploy enhances automated software performance testing.

Sep 4, 2025 · 22 min read · community.keploy.io  
Updated Mar 12  
Read the article

-   [#testing](https://hashnode.com/tag/testing)
-   [#automation](https://hashnode.com/tag/automation)
-   [#software-testing](https://hashnode.com/tag/software-testing)
-   [#devops](https://hashnode.com/tag/devops)

## Written by

[SUBASHINI KUMARAVEL](https://hashnode.com/@SubashiniK)

@SubashiniK

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

B.Tech AI&DS

I am a dedicated and detail-oriented B.Tech student specializing in Artificial Intelligence and Data Science, with a strong foundation in machine learning, data analysis, and programming. Experienced in working with Python, Java, and SQL through academic projects and internships. Passionate about developing AI-driven solutions to solve complex problems and eager to apply expertise in real-world applications to drive innovation in AI and Data Science.

## Responses 1

Markdown supported · ⌘↵ to post

[Matt Calder](https://hashnode.com/@QACentral)

[Sep 19, 2025](https://hashnode.com/posts/what-is-test-automation/68b940dd317810b619d53afd/comment/68cd4bc3d77b855356851996)

Great write-up! I really like how you broke down the frameworks and highlighted both the benefits and limitations of automation. The point about ongoing script maintenance is something a lot of teams underestimate, and it’s usually where automation efforts stall.

For teams that are still balancing manual + automated efforts, I’ve found that having a clear test management layer makes the transition smoother. A tool like Tuskr can help QA teams organize test cases, track execution, and generate reporting that complements automation efforts. It ensures manual work and automated suites don’t drift apart.