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Automated App Testing on Real Zebra Devices

Why 15% of Your QA Budget Disappears Every Sprint 

If someone asked you how healthy your automation suite is, you’d probably point to pass rates, test coverage, or how quickly your CI pipeline completes.

But there’s another metric that’s far more unveiling. 

How much of your engineering time is spent fixing tests that failed even though your application didn’t? 

Industry estimates suggest that more than 15% of QA engineering time goes into maintaining automated tests. For teams running hundreds or thousands of automated tests, that number is often even higher. 

A button moves. A CSS class is renamed. An XPath changes after a UI update. Your application behaves exactly as expected, but your automation doesn’t. Someone has to investigate the failure, update the locator, rerun the pipeline, and restore confidence in the suite. Hours disappear, not because your product was broken, but because your tests couldn’t keep up. 

Test on real devices. Ship with confidence.

5,000+
Real Devices & Browsers
50M+
Tests Executed
500+
Enterprise Customers

The Hidden Cost of Test Maintenance 

Test maintenance rarely appears as a KPI on your dashboard. Instead, it quietly impacts the way your team works. 

Most Monday mornings are spent repairing failed executions instead of writing new tests. It’s the growing backlog of flaky tests that everyone knows exist, but nobody has time to investigate. It’s the gradual loss of confidence in automation because every failed test now requires someone to determine whether it’s a real defect or simply another broken locator.

hidden cost of test maintenance

As your automation suite grows, so does the maintenance burden. Eventually, your team spends more time fixing scripts than added more. And if you’ve never measured that effort, you’re probably underestimating how much engineering capacity it consumes. 

The Better Question 

Most teams focus on reducing the time it takes to fix broken tests. 

The better question is: 

Why should a person have to fix them at all? 

Modern applications evolve constantly. Developers refactor components, redesign interfaces, and improve user experiences with every release. Those changes are expected. Your automation infrastructure should expect them too. 

If every UI change creates another manual maintenance task, your automation isn’t scaling; it’s becoming another system that demands constant attention. That’s exactly the problem QHeal was built to solve. 

Detect. Heal. Log. 

QHeal approaches test maintenance differently. Instead of waiting for a failed pipeline to trigger manual investigation, it resolves locator issues while the test is still being executed. 

When a locator no longer matches what’s on the screen, QHeal detects the mismatch immediately. It identifies the correct element, updates the locator, and allows the test to continue without interruption. 

Just as importantly, every healing action is logged. Your team can review what changed, when it changed, and how the locator was updated. Nothing happens silently, and nothing is hidden. 

The result is a shift from reactive maintenance to proactive resilience. 

TEST ON REAL DEVICES
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Validate your app across real devices and browsers with faster execution, broader coverage, and less maintenance.

What Changes for Your Team? 

Think about your current workflow. 

  • A locator changes. 
  • The pipeline fails. 

An engineer investigates the issue, updates the script, reruns the tests, and finally restores confidence in the suite. None of that effort creates new automation or improves coverage. It simply restores what already existed. 

Now imagine that same locator being detected and updated automatically while the test continues running. Instead of spending hours debugging, your team simply reviews a log of the changes that were made. That’s the difference between maintaining automation and building automation that can maintain itself. 

A Real World Example 

One telecom provider was spending nearly 22% of its QA engineering effort maintaining automated tests. Every UI release introduced dozens of broken locators across its Playwright suite, making post release maintenance a routine part of every sprint. 

After implementing QHeal, test maintenance dropped to under 10%

Instead of spending Monday mornings repairing automation, the team focused on writing new tests and expanding coverage. They still reviewed every automated update, but maintenance was no longer consuming valuable engineering time. 

The biggest improvement wasn’t simply fewer broken tests. It was recovering engineering capacity that had quietly been lost to repetitive work. 

Continuous Validation Needs QHeal 

Many organizations have continuous integration and continuous deployment (CI/CD).  

But continuous validation, not so much. 

If your automation suite depends on manual intervention every time a UI changes, you’re only validating after someone repairs the suite. Your automation moves at the pace your engineers can maintain it, not at the pace your product evolves. 

That’s why self-healing isn’t just another automation feature. It’s a foundational infrastructure. It enables your automation to adapt to expected UI changes while remaining trustworthy. Instead of reacting to change, your test suite evolves alongside your application. 

Ultimately, the value isn’t that QHeal updates locators automatically. The value is that your engineers stop spending time fixing scripts and start spending more time improving quality. Because the goal was never simply to automate test execution. 

It was to automate confidence.

Test on real devices. Ship with confidence.

5,000+
Real Devices & Browsers
50M+
Tests Executed
500+
Enterprise Customers

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R Dinakar


Dinakar is a Content Strategist at Pcloudy. He is an ardent technology explorer who loves sharing ideas in the tech domain. In his free time, you will find him engrossed in books on health & wellness, watching tech news, venturing into new places, or playing the guitar. He loves the sight of the oceans and the sound of waves on a bright sunny day.

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