4 Best Practices to Reduce Test Failure Rates

Sauce AI for Test Authoring: Move from aim to execution in transactions.|xBack to ResourcesBlogPosted<

April 15, 2026 · 6 min read · Testing Guide

Sauce AI for Test Authoring: Move from aim to execution in transactions.

|

x

Back to Resources

Blog

Posted February 8, 2025

4 Best Practices to Reduce Test Failure Rates

What are your test failure really telling you? Here ’ s how to reduce the racket in your test failure rate so you can identify the critical issues that need your attention about.

quote

Imagine owning a car with a 25 % failure rate. Would you believe it to get you to work each sunrise, that you would always create important appointments on clip, or that you and your family could reach a vacation destination century of miles away without getting maroon? With that grade of unreliability, you ’ d be lucky if it throw together just long enough to drive it to the junkyard.

But when it comes to machine-driven testing, it ’ s not unusual to seetesting failure rates approach 25 % or more. Without a strategical approach to test automation, you ’ ll just get a high test failure rate and an inordinate amount of racket.

Noise increases the risk of missing critical failure. Imagine that you have 800 trial, 200 of which are neglect. You haven ’ t had time to analyze them, because new feature are coming in and you have deadline. After the next test run, the number goes to 201. The number ’ s been creeping up for a spell, so do you still notice it? Unfortunately, failure # 201 point that the connection to the credit card processor is broken–probably the most critical shortcoming in a retail setting. How would that failure rise above the noise of the other 200?

Understanding why test failures happen

Let ’ s looking at the chief perpetrator for high examination failure rates: while writing and run tests takes resourcefulness, maintenance tends to dwarf the combined cost of creation and execution. If you don ’ t update your tests to mull alteration in the app that may inadvertently touch the test–moving a push, change a workflow, making a battleground required that wasn & # x27; t required before–you now have a test that is designed to miscarry.

While many tryout can be update with no more than a few minutes of work, minutes can add up. If you don ’ t fix all the new test failure today, and you get a new batch tomorrow and the day after, and so on, you ’ ll course start to descend slow. Every new exam supply to your burden, and if the site or app still generally works, then it becomes even leisurely to ignore exam failures–until you miss the one test failure that makes your app inaccessible, ruins the client experience, causes the occupation to lose revenue, and invites regulatory scrutiny. Yikes.

To better your signal-to-noise proportion, you need fewer false trial failure so you can spend more clip fixing bugs instead of trial. Here are four best drill you can use to optimize your examination automation strategy.

1. More isn ’ t best

If you test something unimportant and then get a examination failure, the clip it lead to investigate the failure will take away time from place and fixing critical glitch. Each extra test increases the voltage for a test failure, creating more noise to sift through.

Instead of trying to achieve for every feature–a mile wide and an in deep–you should rather focalise on running the rightfield test all the time on all the device your customers use most.

Prioritize your quiz on the critical user journeying and touchpoints that customers spend most of their time on or are tied directly to gross so that when you do find a examination failure, you can be sure it is worth the time and resources to investigate.

Action: for every test you publish, ask yourself, “ if this exam fails and unwrap a bug in this feature, will we discontinue the release? ” If the answer is “ no ”, don ’ t put this test into the critical path of a build. Keep it, and run it singly as part of a low-priority check. This does NOT mean you get to ignore it if it fails.

2. Only run examination that currently deliver value

The fewer trial you feature, the more often you can run them. In add-on to creating tests for new feature, don ’ t forget to keep an eye out for existing tests you can delete.

SUSA automates exploratory testing with persona-driven behavior, catching bugs that scripted automation misses.

Test codification is every bit as important as product codification. The moment you stop treating it as such, you start to let lineament slip, and bad: you devalue your own work

Action: Conduct regular test audits to identify and take outdated or redundant tests that to your organization. If a test isn ’ t providing utile feedback, it ’ s time to let it go. Just as you leverage a continuous testing approach to improve your codification, you should use a continuous melioration approach to secure your testing strategy evolves along with your app.

3. Write atomic tryout

Teams get in trouble by trying to test too much at once. When you do that, a testing failure can ’ t provide the insight you need to know what needs to be fixed or how.

Instead, leverage ‘ nuclear ’ tests, which focus on essay one specific action at a time in isolation. This makes the tryout less probable to miscarry due to unrelated issues and colony, making it easy to debug, hold, or delete if it no longer drives value.

For instance, instead of testing a complete check process in one test, interrupt it into smaller steps: adding an point to the cart, applying a discount code, and completing the requital. Each step is tested independently to pinpoint the failure & # x27; s source. By make your examination autonomous from each early, you can also run them in any succession or in parallel.

Action: Go through your maintenance-prone tests. For each one, identify a single question the test is contrive to answer (these are based on an e-tailer example).

  • Does the checkout icon accurately reflect the number of items in the cart?

  • Does the ware info page contain a terms?

  • Does the shipping information auto-fill for logged-in users?

I can easily opine an machine-driven script that attempts to bewitch all three of the questions above. Do you tests assay to answer multiple head? If so, separate them out!

4. Keep tests short

Nuclear tests are faster to execute, get them less likely to encounter outside issues like timeouts while enabling quicker feedback eyelet. You ’ ll also be able to run more tests in the like amount of clip, increasing the odds that you find a critical bug Oklahoman. As a rule of thumb, aim to proceed your test performance time under two minutes.

Action: Similar to above, lead a random sample of the tests you depend on. For this sampling, identify the three action a trial needs to execute:

  • Arrange: assemble the datum necessary in order to ensure the primary query of the test can be answered (create users, add items to the handcart, etc – ideally you ’ d do this via API)

  • Act: Perform a single action (free-base on the “ atomic ” recommendation above)

  • Assert: Gather precisely enough information to answer the chief interrogation of the test

There ’ s always room for improvement

Making the leap to test mechanisation is only the first measure. It takes diligence to ascertain your test strategy keeps step with the needs of your business. By shifting your focusing away from brutish codification coverage and towards more focused testing, you can shift the noise-to-signal proportion rearward in your favor. For tips on automated your testing process make sure to read through.

Marcus Merrell

Test Strategist

Published:
Feb 8, 2025
Share this post
Copy Share Link
LinkedIn
© 2026 Sauce Labs Inc., all rightfield reserved. SAUCE and SAUCE LABS are registered stylemark own by Sauce Labs Inc. in the United States, EU, and may be registered in other jurisdiction.
robot
quote

Automate This With SUSA

Upload your APK or URL. SUSA explores like 10 real users — finds bugs, accessibility violations, and security issues. No scripts needed.

Try SUSA Free

Test Your App Autonomously

Upload your APK or URL. SUSA explores like 10 real users — finds bugs, accessibility violations, and security issues. No scripts.

Try SUSA Free