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Test Automation in 2023: Essential Dos and Don’ts for Success

Test Automation in 2023-ACCELQ
Posted On: 24 May 2023

Test automation has become crucial to ensuring software quality and accelerating time-to-market in today's fast-paced software development landscape. With technological advancements, test automation in 2023 is expected to be more dynamic, efficient, and effective. This article will explore the essential dos and don'ts for test automation success in 2023.

Do's for Successful Test Automation

Do's of a Test Automation in 2023-ACCELQ

To ensure successful test automation in 2023, organizations should follow several essential dos:

1. Proper Planning and Strategy

Before embarking on test automation, it's crucial to have a well-defined plan and strategy in place. This includes defining the scope of automation, identifying the right tools and frameworks, setting up a dedicated testing environment, and defining clear goals and objectives. A well-thought-out plan and strategy will ensure that the automation effort is focused, efficient, and effective.

2. Selecting the Right Tools

Selecting the right tools and frameworks for test automation is crucial for success. There are numerous options available in the market, ranging from open-source to commercial tools, and organizations should carefully evaluate and choose the tools that best fit their requirements. In addition, factors such as ease of use, compatibility with the application under test, and community support should be considered.

3. Creating Effective Test Cases

Creating effective test cases is the foundation of successful test automation. Test cases should be designed to cover all relevant scenarios and edge cases and should be easy to maintain and update as needed. Test cases should also be reusable to execute across different releases and versions of the application.

4. Involving Developers in the Automation Process

Creating test automation code is complex and should be considered. A software development team typically consists of 3-5 developers, but the tester may need assistance in keeping up with code changes and writing complex automation code. Handling all these responsibilities alone is not feasible. Therefore, involving software developers in writing test automation code is essential and should extend beyond unit-level testing, potentially encompassing API, integration, or end-to-end automation layers.

The entire team should discuss the automation process. It should be clear to everyone that the quality of the product is a shared responsibility. This mindset requires the team as a whole to support automation. If not, the automation process will likely fail.

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Don’t of Test Automation

1. Don't Rely Solely on Test Automation

One common mistake organizations make is relying solely on test automation for their testing efforts. Test automation is a powerful tool, but it is not a silver bullet that can catch all types of defects. Automated tests are created based on predefined scenarios and can only validate what they are programmed to validate. As a result, they may not be able to catch unexpected or edge cases that may arise during real-world usage. Therefore, it is important not only to rely solely on test automation for testing but also to complement it with manual testing to ensure comprehensive test coverage.

2. Don't Ignore Test Data Management

Test data plays a crucial role in the effectiveness of automated tests. Incorrect or incomplete test data can lead to inaccurate test results, resulting in false positives or false negatives. Therefore, organizations should avoid ignoring test data management and invest in creating realistic and comprehensive test data sets that cover different scenarios and edge cases. In addition, test data should be updated and maintained regularly to ensure that the automated tests are using accurate and relevant data for validation.

3. Avoid automating too early.

One common mistake product development teams make when implementing automation is starting too early. For example, if the team is working on a new feature or product, the features will likely change over time. In such cases, implementing automation right away may result in wasted time and effort. Instead, the team should focus on laying the foundations for automation. This could include setting up a CI/CD pipeline, planning the required data structures for the feature, and devising a test data strategy. The team can also prepare scripts for generating test data.

As the features become more mature, gradually introduce automation. Maintaining a close relationship with the product owner is recommended to understand upcoming product features and changes. This information can be used to create an effective automation strategy.

Best Practices for Effective Test Automation

Importance of AI in test automation-ACCELQ

To ensure successful test automation implementation, organizations should follow some best practices. Here are some essential best practices for effective test automation:

1. Identify the Right Test Cases for Automation

Not all test cases are suitable for automation. Organizations should identify and prioritize the test cases that are repetitive, time-consuming, and critical for the application's functionality. Test cases that require frequent execution or have complex scenarios are good candidates for automation. Prioritizing the right test cases for automation can maximize test automation efforts' return on investment (ROI).

2. Use a Robust and Scalable Test Automation Framework

Choosing the right test automation framework is crucial to ensure the success of test automation efforts. A robust and scalable test automation framework provides a structured approach for creating, executing, and maintaining automated tests.

It helps in reducing duplication of efforts, improves test code maintainability, and provides a framework for integrating with other testing tools and technologies. Organizations should carefully evaluate and choose a suitable test automation framework that aligns with their testing goals and requirements.

3. Invest in Continuous Integration and Continuous Delivery (CI/CD)

Integrating test automation into the CI/CD pipeline can significantly enhance the efficiency and effectiveness of testing efforts. Continuous integration ensures that automated tests are executed regularly and automatically as part of the build process.

Continuous delivery allows for the automatic deployment of the application after successful testing. This helps catch defects early in the development cycle, reduces the time taken to fix defects, and ensures a stable and reliable software release. Organizations should invest in robust CI/CD practices to fully leverage the benefits of test automation.

4. Prioritize Test Script Maintainability

Test script maintainability is critical for the long-term success of test automation efforts. Test scripts should be easy to understand, maintain, and update as needed. Organizations should follow coding best practices, using descriptive and meaningful variable and function names, commenting on the code, and following a modular approach. Regular code reviews and refactoring should be performed to ensure the test scripts are efficient, reliable, and easy to maintain.

5. Incorporate Test Data Management Strategies

Effective test data management is crucial for the accuracy and reliability of automated tests. Organizations should invest in creating realistic and comprehensive test data sets that cover different scenarios, edge cases, and data types. Test data should be managed centrally and securely and easily configurable for different test runs. Organizations should also consider techniques such as data-driven testing, where test data is stored separately from the test scripts and can be easily updated without modifying the test scripts.

6. Perform Regular Test Environment Setup

The test environment should mimic the production environment, including hardware, software, and network configurations. Organizations should establish standard practices for setting up and maintaining the test environment and ensure consistency across different test runs. Regular checks should be performed to verify the stability and consistency of the test environment.

7. Incorporate Comprehensive Test Reporting and Analysis

Test reporting and analysis provide valuable insights into the test results and help identify improvement areas. Organizations should invest in robust test reporting and analysis tools that provide meaningful and actionable insights. Test reports should be generated automatically after each test run. They should provide detailed information on the number of passed and failed tests, the reasons for failures, and the overall health of the application under test. Test analysis should be performed regularly to identify patterns, trends, and areas of improvement in the testing process.


In conclusion, test automation can significantly enhance the efficiency and effectiveness of software testing efforts. However, organizations must avoid common mistakes and follow best practices to ensure successful test automation implementation. This includes:

  • Not relying solely on test automation.
  • Prioritizing test script maintainability.
  • Investing in CI/CD practices.
  • Incorporating comprehensive test data management strategies.
  • Performing regular test environment setup.
  • Incorporating robust test reporting and analysis.

One of the leading test automation tool that can help with these best practices is ACCELQ. ACCELQ is an AI-driven automation testing platform that provides end-to-end automation capabilities, including test design, execution, and maintenance. By leveraging an advanced tool like ACCELQ, organizations can achieve reliable and accurate test results and improve the overall quality of their software applications.

Nidhi Achhaa

Content Specialist at ACCELQ

Nidhi specializes in technology-based content and strives to create a unique, customized, and compelling piece with a flavor of SEO. A writer with a love for words and a storyteller at heart.

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