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Discover effective strategies to increase release velocity. Learn how debugging and testing in production can optimize your product deployments for success.

Kritika Murari
January 30, 2026
What is the key to achieving sustainable and dramatic speed gains for your business? Product velocity! It’s important to stay on top of changes in your quality metrics, and to modify your processes (if needed) so that they reflect current reality. The pace of delivery will increase when you foster simple, automated processes for building great software. The faster you push into production, the sooner you can learn and adapt. Monitoring your build and release pipeline is an important part of those efforts. It helps you design better software, which in turn leads to improved product velocity. Moving fast takes a lot of practice, a lot of hard work, and a toolkit that can help you achieve this!
Here’s a secret sauce for all agile processes-
Easier said than done right?
Well that’s what we’re here for! We understand that the debugging process is tedious and annoying, but we will continuously work toward making your developer experience seamless. With this in mind, our Product & Growth Manager Harshit Paul got together with Idan Shatz, Developer Advocate at Ozcode to explain how both testing in production and production debugging can help expedite your product release velocity. In case you missed the power-packed webinar, let us look at the major highlights of the event.

Based out of Israel, Ozcode is simplifying and disrupting how developers debug issues across all C# and .NET applications. They have a super-talented team of engineers and their team leads with the visibility and insights needed to unleash productivity. The result – Improvement in software delivery at all stages of the SDLC by slashing debugging time to a great extent.
Here’s a little bit about what they do-
This insightful webinar was hosted by Harshit Paul- Product & Growth Manager at TestMu AI. Ozcode was represented by Idan Shatz, Developer Advocate. Idan Shatz is a Software Quality Evangelist with more than 20 years of experience in programming and software testing. Having served in roles ranging from CTO, VP of Product Development to Team Lead, Idan specializes in distributed testing environments and building developer tools.
Now that you know who the speakers are, it’s time to acquaint yourself with the ins and outs of the webinar.
The session started off with Harshit and Idan highlighting the roadblocks to release velocity and the need to ensure the production and staging are mirroring and complementing each other. Together they explained the roadblocks like difficulty to reproduce and debug issues, lack of automation, flaky tests etc.
When it comes to cross browser testing, an in-house infrastructure is too time-consuming and expensive due to maintenance issues. There are so many devices that are being launched every month by different brands and your customers could come up to your website from any device or operating system or browser. You have to make sure that the setup is in place to give you good test coverage for your automation suites.

That’s not all. There are a number of roadblocks that might turn out to be a hindrance to your release cycles. Harshit listed them all out and entailed the why and how of each issue-
Idan also stressed upon the importance of proper communication between developers and QA engineers. It is best to avoid a back and forth situation where one reproduces a bug while the other might ignore it. It is essential to have good tools that would help QA deliver the information that Devs need in order to resolve the issue.
Furthermore, Idan goes on to talk about bugs that are considered to be ‘urban legends’ by a lot of companies since they are very hard to reproduce. This is a major limitation for your velocity!
How quickly can you reproduce the issues that happen in QA or to a user in production?
Harshit goes to explain how automation plays a major role in increasing your release velocity. If you’re not leveraging your automation testing suite or it is not as big as you would want it to be, it is going to slow down your entire release cycle. Every time you push something, it has to go through the same process of regression testing and this happens over & over, which not only takes more time but also reduces the tester’s efficiency.
In order to avoid this, it is important to have an impactful automation testing suite that provides good coverage like a regression side. This way, you not only relieve your testers from repeating the monotonous test cases but also give them enough bandwidth to find those critical edge cases which can help you move faster in the right direction.
While automation offers a chance to increase your product release velocity, there’s a catch – flaky tests. There might be times when something is working today but it might not work tomorrow. You may also come across false positives or false negatives or an inconsistent test suite which just adds up to your team’s bandwidth. Here are the major reasons for test flakiness-

Harshit then went on to demonstrate how TestMu AI and OzCode can help avoid all these issues and thus accelerate your product release velocity. He demonstrated what TestMu AI does and the features it offers for your web testing needs.

After that, Idan gave an overview of OzCode and how to leverage the OzCode platform for live-debugging without making code changes on the server-side.

It’s the duality between TestMu AI and OZcode that makes it easy to increase your product release velocity as Ozcode would give you the insights of what happened on your server while TestMu AI gives you an army of devices to perform browser compatibility testing.
Together Harshit & Idan presented the demos of velocity barriers from the testing – stage to production environment.

The demos highlighted solving cross-browser issues, solving issues end-to-end (E2E), and solving issues in production. Finally, they talked about the best practices to boost the release velocity.

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Before jumping into the Q&A session, Harshit and Idan listed down the best practices for boosting product release velocity:
Before wrapping up, Harshit & Idan answered a number of questions raised by the viewers. Here are some of the insightful questions:
Idan- Currently, we support C# features. We now have a private Beta for supporting Java language and by the end of the year, we’re aiming to have Python and OJS.
Harshit- You cannot upload automation scripts into the TestMu AI dashboard because what we provide is an execution platform and that’s actually the beauty of it. So you have all the code you need in your machine with the right IDE setup. You can run it from cloud-based IDEs and with GitPod, etc. Once you run it from any IDE or your own setup, it will pass that value to Selenium which is the end-point of test execution. All you need to do in your normal Selenium script is just define the username and access key which you will find on the TestMu AI dashboard to access the capabilities offered by the TestMu AI platform.
Harshit- If you’re referring to Behavior Driven Testing (BDD), you can surely do that with TestMu AI. If you have test data in an Excel sheet, you can perform data driven testing or behavior driven testing with Selenium, on the TestMu AI platform. All the test-automation frameworks compatible with Selenium are compatible with TestMu AI as well. You just need to use Remote Selenium WebDriver instead of local Selenium WebDriver, something that was demonstrated earlier.
Idan- What I really like about the entire setup is that TestMu AI enhances the capabilities of Selenium for improved test coverage. I believe your questions sound to me more like an integration test where you run some commands on your system and then you validate that the database is correct. So those two things would just work amazingly.
The only thing that I would like to suggest here is don’t use parallel testing because when you’re comparing the database, usually you need to have Setup and Teardown functions to maintain the database state machine properly. Hence, running those tests in parallel should improve the robustness of the tests . Besides, there is good integration between other third-party tools for doing this.
Idan- It doesn’t really matter what front-end language you’re using. If the Ozcode agent is supporting the back-end, it will just monitor all the exceptions that happen there automatically. If there is an issue or maybe if the user didn’t know about the occurrence of the issue (or exception), you will be able to see the list of those exceptions with full-time recording. The user can then dig deep to see what’s going on. Later on when Java comes onboard at the Ozcode platform, you will also be able to debug when you have a cluster that is written in different languages.
I hope you liked the webinar. In case you missed it, please find the recording of the Webinar above. Make sure to share this article with anyone who wants to learn more about mobile-first testing. Stay tuned for more exciting webinars. You can also subscribe to our newsletter Coding Jag to stay on top of everything testing and more!
That’s all for now, happy testing!
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