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Listen to Mayank Bhola explain about how HyperExecute functions and its top features.

TestMu AI
January 11, 2026
Abhishek Mohanty, Senior Manager – Partner Marketing at TestMu AI, hosted Mayank Bhola, Co-founder and Head of Engineering at TestMu AI, to discuss Test Orchestration using HyperExecute. Mayank Bhola has 8+ years of experience in the testing domain, working on various projects and collaborating with experts across the globe.
Here is the video link:
He started by explaining how the open source frameworks such as Selenium, Cypress, and Puppeteer have been the root source to conduct all tests.
According to Mayank, the problem is when test execution is moved to the cloud, they face latency. He spoke on how the zeal to provide a great testing infrastructure motivated them. This is what led them to build a new product called HyperExecute.
The main question that inspired them to build HyperExecute was, “Why can’t we meet local system execution speed?” HyperExecute can run on the cloud and match the speed of the local system.
Another reason is to accelerate faster feedback from the developer’s end.
Looking to try out Cypress? Check out the Cypress on Azure Marketplace
TestMu AI provides a digital test execution infrastructure on Cloud. You can leverage our cloud-based platform to run your tests on a variety of browsers in an instant.
Mayank then shared the core features offered by TestMu AI:
He spoke about the challenges faced by traditional test infrastructures, such as slow test case execution on the cloud, flaky test results, easily breakable infrastructure, and testing platforms. He gave an example of how an enterprise might need to provide client-based certifications. A traditional cloud grid might only provide access to the browser.
Simulating such cases is complicated, with an inability to fiddle with the underlying operating system. He spoke on how all these force the testing team to create their software testing infrastructure. Things would go down due to the overhead of maintaining that infrastructure, writing good test cases, and lacking robust infrastructure.

Mayank explained how the traditional cloud-based test case execution is extremely slow.

There is a script running on the CI system sending out some requests. Every use case is sent via wire as an HTTP or network call. The remote testing infra has a request gateway component responsible for accepting some commands. They are being relayed to different microservices responsible for provisioning some remote infrastructure. If different people want to test their website on different devices, whatever the user sends to the request gateway gets replicated to the virtual machines housing the web browser. The web browser would communicate it to the application under the test case. Just to execute a single command, the data has to travel to and fro between different components. The microservices, aiming to provide more logging observability, are responsible for more delays.
In the Selenium test case, if using a cloud-based test execution platform, multiple hops exist before the command can reach the target website.
If you want to test a website in Australia from India, the script running on the local system will send out HTTP-based requests or other network-based requests. These APIs are received by a component called the hub that accepts all commands and schedules the virtual machine running from a browser. Now, the virtual machine running is geographically separated from the hub component to make these services horizontally scalable. The microservices can also cause a lot of delays. The hub will transmit all the commands from the client script back to the virtual machine with the web browser. Finally, the web browser will access the target website.
For a typical end-to-end Selenium test case, you have 100s of such commands. If you wait for the network response, you will waste time. The test cases would become flakier. The test case can fail even if one of the connections between two hops gets degraded. When test cases fail, the one to blame could be the code, website, or platform.
With the traditional cloud-based model, you have these three problems. Hence it can be prolonged.
As a developer or a tester, if you run end-to-end test cases, the script, the hub, the Selenium component, and the web browser, everything is on the same laptop. This led to the idea of simulating them over the benefit of the cloud.
HyperExecute puts all of the components to run a test under a single virtual component. You can get 60% of the performance benefits by doing this. You do not have to communicate over different geographical regions. The local host is the fastest network you can get.
With HyperExecute, you can utilize and harness that. The problem gets more profound when you consider how people perform tests and run test cases.
The next thing was getting the orchestration layer on the top. This gives much more space for optimizations. HyperExecute has re-engineered it for you. You can extract 70-80% of performance benefits. You can easily achieve it when you want to meet local execution speed.
If you try to run multiple test cases sequentially on a local system, the time between different test cases can range from 4-5 seconds. The browser running the test case will have to shut down and start a new instance.
They have achieved the latency between stopping the last test case and beginning a new test case up to 300 milliseconds.
Mayank also spoke about how complex workflows, debugging nightmares, confusion on what and when to run tests, and observability issues complicate testing.
“You write tests, we take care of the rest.”– This is the policy of HyperExecute. You can get it done easily when you want to reduce the end-to-end testing time. Most of the time, there is parallelization of test cases.
A developer or QA person does when they are trying to develop something is authoring a test case and orchestrating it. Orchestration means deciding which test cases to run. If people have 100s of test cases, they parallelize it.
If you have to take manual control, you have to write your own code to orchestrate it. After orchestration, you have to execute the test and fire off that command to a remote cloud provider or maintain a whole infrastructure.
Apart from all this, there are many parts where people spend a lot of time on. This is where HyperExecute wants to take off the burden.
Mayank explains how the HyperExecute team does not want people to provision infrastructure, wondering how to orchestrate, execute them efficiently, and collect back all the data. That would be an utter waste of time. With HyperExecute, you can just want to achieve better results. Hence you can use the YAML file. Just by having the same phenomena of adding a configuration, you have a YAML file in which our user has to tell what to run.
According to Mayank, you write a test case and the YAML once. HyperExecute will take care of the rest of the processes since they want their users to focus on writing more and more test cases.
He explained how HyperExecute allows fine-grain control over your testing durations. Let’s say a mature organization has a policy not to run tests for more than 10 minutes. In that case, you can set a timeout, after which it will abort the test case.
He spoke on how HyperExecute allows Retry and Timeout. He also shared how HyperExecute allows you to work on any framework.
Apart from running test cases, HyperExecute allows you to run some commands required to set up and execute the test cases.
HyperExecute also enables you to auto-split your test cases and parallelize them.
He then explained how with CLI, you could know the current status, how many steps have been executed along with the time, and get a summary of how the test execution was performed.
With HyperExecute, you only find logs for the pre-steps. No other logs. It will make it easier for testers.
He then explained the top features of HyperExecute:
Checkout TestMu AI HyperExecute on Microsoft Azure marketplace
He then gave a live demo of the tool:

He then explained a matrix strategy where you want to run the same test case or test suite with different parameters. Instead of writing separate code, you can define all the permutations and combinations. HyperExecute is going to run every single permutation in a single virtual machine.
Mayank also shared how you can use HyperExecute on the shared cloud, dedicated cloud, and on-prem.
Mayank: It’s not just a plain execution platform. It’s an orchestration platform. You can specify what needs to be done before the test case starts. That’s the most flexible feature!
Mayank: Absolutely! The end-user can configure it to run according to their needs.
Mayank: Yes, it does.
Mayank: Yes, it’s available. We also have various GitHub repositories. You can find them on the official website.
Mayank: Some developers from the Netflix TV testing app have this magic number of 35. They try to test their test cases 35 times. For us, anything above 5 is a red flag. You need to fix them immediately.
Mayank: Yes! We are bringing in support for mobile emulators and simulators by the last quarter of this year.
Mayank: Yes, it is. We also provide on-prem installations or public clouds like AWS, Azure, etc.
Mayank: You can set up the master cluster of HyperExecute. This way, you can reap many benefits without doing everything by yourself. All you need to do is log in and try the platform. We have a dedicated page for pricing details.
Mayank: Even though we have both CPUs and GPUs, we have different use cases for both. When you want to do cross-browser testing, back from XP to MacBook Ventura, you can use Selenium. When you need to conduct test execution fastly and debug soon, HyperExecute is the option.
Mayank: That would be our end goal. It will be available on our platform by the end of this quarter.
It was indeed a knowledge-packed session with Mayank! Hope you found our HyperExecute platform fascinating!
After the successful Testμ Conference 2022, where thousands of testers, QA professionals, and developers worldwide joined together to discuss on future of testing.
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