May 25, 2024

False Positives in Automated QA Testing: How to Prevent Them?

Automated Testing is best suited for large projects that require testing the core functionality over and over or may have already undergone an initial manual testing process.

Manual testing allows the human mind to analyze the product and create test reports. Because it strategically leverages both the software development and software testing domains, the platform for automated testing produces optimistic and efficient outcomes.

It is more scalable than manual testing procedures and requires far less human effort.

What is false-positive testing?

Automated QA Testing SolutionsWhen an automated test is run, many firms have encountered situations in which the test reports the presence of a “defect” even though everything has functioned just as planned.

“False positive” describes this mistakenly positive result. It takes place whenever a software tester or an automated test comes to the mistaken conclusion that the program has failed or that the purpose has not been accomplished.

Read: Key Features of Efficient Automated Testing Tools

False positives are often seen as a result of the following:

  1. Scripting errors that occur during software testing automation.
  2. Destabilization in the test environment
  3. Failures caused by third-party libraries or processes that cooperated, etc.

How do you avoid false positives?

#1. Automatic Self-Correcting Locators

If you have ever tried to automate a GUI app, you are well aware of the challenge that its constantly shifting locators present. However, a suitable automation solution will permit multiple locators to identify GUI elements, which could be used to make the framework self-heal if a locator fails.

This is essential for the solution to be considered a good automation solution.

#2. Make use of an approach of excellent quality

Utilizing a technique of superior quality is the most efficient way to cut down on the number of false positives and false negatives produced by your testing.

This is of utmost significance regarding chromatography; however, method development work is also required when utilizing other analytical techniques.

#3. Develop & execute on different computers

It is an intelligent approach to run regression tests on computers that are different from each other to avoid the trap of unstable scripts.

Testing on many computers helps lessen the chances of flakiness occurring. You may also run tests without a user interface by using docker containers or cloud computing.

Testing software is an information-gathering procedure that enables stakeholders to make choices based on accurate data.

On the other hand, if excursions and disruptions frequently disrupt the testing process, collecting the necessary information might take a lot of work.

Finding bugs, errors, and other problems in software without actually fixing them is part of automated QA testing solutions. People with training and experience in quality assurance frequently carry out the task of identifying bugs.

During the testing process, many tests are carried out. Below are some advantages of performing software testing.

#4. Increased Test Coverage

As a result of Automated Testing, Complicated Test Cases Can Be Carried Out With Relative Ease.

Validating the contents of memory, as well as other internal programs, may be accomplished via the use of automated testing. Participants in the testing may have confidence that the app is performing as expected.

#5. Decreased Requirement for Manual Intervention

An organization’s adoption of automated testing technologies results in a diminished requirement for human involvement in the testing process.

#6. Accuracy

An Automated Testing tool can carry out a series of programmed actions methodically while simultaneously keeping a record of the findings each time the steps are carried out.

The accuracy of results is higher in less time than manual testing.

#7. Improved Return on Investment (ROI) 

This is made possible inside a business by using automated testing. Regardless of its size, every company does an initial analysis of the potential return it may anticipate on its investment.

In this case, developing an automated testing framework is lucrative since it allows testing to be completed more quickly, produces more accurate findings, and reduces the amount of human labour required.


You must develop high-quality products if you want your firm to be competitive and succeed in the IT sector.

Improving software product quality and avoiding false positives will have the most significant overall influence on your organization and its financial success.

When monitoring your work processes, make sure to test since the cost of errors might be prohibitively expensive.

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