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Bridging the Gap Between Speed and Quality in QA

As software becomes more central to business operations, the pressure on QA teams to deliver high-quality applications quickly is growing. Companies are investing heavily in development, but even the best code can fail if testing is slow or incomplete. Users expect software that works seamlessly, and delays or defects can harm customer trust and satisfaction.
Balancing speed and quality in testing has become a critical challenge. Teams are increasingly adopting AI test automation to accelerate testing cycles, reduce manual effort, and maintain accuracy. This article will show how QA teams can bridge the gap between fast releases and high-quality software, using strategies that optimize automation, testing environments, and real-world validation.
What is Testing Speed?
Testing speed refers to the time a testing team takes to evaluate an iteration or sprint before developers deploy the build to production. Testing speed depends on development progress and code quality. Higher-quality code produces fewer defects. Access to test servers and data, along with their reliability, also affects speed. Many testing teams face challenges in keeping testing environments current to support ongoing work.
Other factors affecting testing speed include:
- Deployments of builds to test servers.
- Number of testers and how work is distributed.
- Effective product management and sprint planning.
- Clear requirements or well-defined user stories.
- Quality and efficiency of testing tools.
- Testers’ ability to focus on a single sprint release.
In some teams, testing demands exceed available resources. Testers often handle multiple tasks and cannot focus solely on one sprint. Efficient resource management requires prioritizing test execution or limiting test coverage.
Test automation can improve speed if builds and data are correctly aligned. Automated tests run quickly but may also fail quickly if the environment, data, or build is misaligned. Each automated failure needs a tester to determine whether it is a new defect, a script issue, or an environment problem.
What Does Quality Mean in Software Testing?
For software testers, quality refers to how well an application meets customer needs. High-quality software allows users to complete tasks without encountering errors.
Quality is about accuracy and efficiency. When users face defects that prevent work, the experience is negatively affected. Quality in testing ensures customers can complete tasks effectively and accurately, providing a smooth and reliable user experience.
Choosing a Speed-First Approach
Prioritizing speed over quality can be appropriate when the main objective for the development team is rapid release. Agile teams often emphasise speed for new applications with limited competition. This approach may also suit temporary apps, social media campaigns, or entertainment-focused products. Development teams maintaining older applications sometimes adopt the same speed-first mindset.
The benefits of a speed-first approach include:
- Customers receive tested builds quickly
- Defects are deferred to the next build
- Applications become available in the market faster
The drawbacks include lower customer satisfaction, frequent defect fixes, and growing technical debt that requires ongoing attention.
Choosing Quality First
Development teams should focus on quality over speed when building applications that handle, store, or manage sensitive personal data, have complex integrations, or must meet regulatory requirements. When an application cannot fail, quality must take priority.
Focusing on quality does not mean testing can take as long as desired. Testing teams must still work efficiently, and customers expect timely releases. The difference is that quality is the main focus. Users are not forgiving of errors, which can lead to compliance issues with serious legal or financial consequences. QA teams design effective test practices that save time while keeping attention on application quality. A well-organised Agile team can still deliver high-quality applications quickly.
Applications handling sensitive data also require strong security. Many complex systems need backup and failover mechanisms to prevent crashes or extended downtime. Testing teams must include security checks and verify that failover systems work correctly.
The advantages of a quality-first approach include:
- Fewer defects in releases.
- High usability and positive user experiences.
- Fewer surprises during deployment from security or integration issues.
The drawbacks are longer testing cycles and the need for flexible release dates.
The Best Approach Is Balance
Testing teams can achieve a balance between speed and quality. With a clear test strategy and QA processes that support both, teams can manage delivery time while maintaining high standards. QA testers play a crucial role because their work ensures Agile development teams maintain this balance. Teams often adopt DevOps, QAOps, or Agile testing methods to support both reliable results and timely delivery.
For instance, testing teams can improve speed by creating suites of automated tests and grouping them so each function is checked at least once. Effective management of test development and execution reduces duplicate work and allows faster testing. Many teams combine automation with on-the-spot manual exploratory testing. Other Agile practices can be applied successfully when testers are trained and methodologies are implemented thoughtfully.
Development teams that promote creativity and clear communication can complete tasks faster. Strong collaboration between developers and QA testers improves overall outcomes. When quality is integrated into code and testing, critical defects are less likely to reach production, even with tight release schedules.
The debate between speed and quality is ongoing in software development. Both approaches have value depending on the audience and how they respond to delivery speed or software quality. Most teams aim to meet release schedules while providing reliable code. Few teams want to handle complaints or repeatedly fix defects unless absolutely necessary.
The best solution for customers and software providers is a balanced approach guided by QA teams. Balancing speed and quality is a fundamental part of testing. Testers in Agile teams can develop efficient practices that achieve both, ensuring applications are delivered successfully with the right mix of speed and quality.
How to Speed Up Your Software Testing Cycle and Maintain Quality?
The process of accelerating the testing cycle while maintaining quality does not require starting from scratch. You can adopt new test automation strategies to achieve results faster.
Here are ways to speed up the testing cycle and maintain quality.
Optimize the CI/CD Pipeline
If testing time is mostly spent waiting for a new build, it is time to adjust your approach. This is where CI/CD comes in. Using CI/CD tools can save significant time compared to traditional methods.
The main goal of continuous integration and delivery (CI/CD) is to push code changes quickly, reducing the testing cycle. This allows testers to address issues faster and ensures critical fixes reach customers promptly.
Bug Reporting
A clear and detailed bug report increases testing efficiency by guiding engineers toward resolution. Poorly written reports, however, can create confusion between QA testers and developers.
Investigating bugs carefully and preparing precise reports is essential for accelerating the testing cycle. Reports should not only describe the bug scenario but also include a screenshot for each failure instance.
A thorough bug summary makes it easier to understand the problem and speeds up fixing. Bug IDs are also useful for locating specific issues in a bug tracking system.
Implement Parallel Testing
Running tests simultaneously across different devices, browsers, and operating systems is an effective way to accelerate automated test execution.
Testers can complete the testing process faster by executing multiple tests in parallel rather than one after another. This significantly reduces the overall testing cycle.
For example, if you run 30 tests in parallel across various devices and each test takes five seconds, the entire suite will finish in five seconds. Running the same tests sequentially on a single device would take 150 seconds.
Organize the Testing Process
Organizing test cases is often overlooked but is vital for speeding up testing.
While running multiple test cases, maintaining structured test cases ensures a smoother process. Keep test cases concise, reusable, and automate unit-level features where possible. Proper test management, accurate data, and clear automation reports make it easier to execute tests whenever needed and help shorten the testing cycle.
Balance Manual and Automation Testing
Testers often focus more on automation because release time is a critical factor.
However, manual testing remains essential before release to understand the user’s perspective and catch bugs that automation may miss. Manual testing helps predict user behaviour and design a better experience.
Automation cannot replace manual testing entirely. A balance of both manual and automated testing ensures the software testing cycle is faster while maintaining quality.
Reduce Flakiness in the QA Process
Automation tools can accelerate the testing cycle, but they may produce false results, which leads to flakiness.
False negatives slow down progress and create frustration as testers deal with inconsistent outcomes. The best approach is to address the issue directly by identifying flaky tests early and fixing them promptly.
Test on Real Devices
Testing on actual devices gives QA teams a clearer understanding of user issues in real-world conditions.
Functional testing on real hardware removes duplication in the QA process and allows teams to collect accurate performance data without extra testing. Real-device testing helps identify problems before release, reducing post-launch testing time and enabling faster software updates.
Use the Container Approach for Faster Feedback
Many teams use multiple tools for testing, which can cause delays. The container approach helps testers get faster feedback and avoid unnecessary delays.
By separating tasks into isolated projects using different languages or frameworks, teams can create an integrated testing environment. This environment allows access to multiple features, plugins, and extensions at once. When combined with cloud resources, this approach can significantly speed up the testing cycle.
Use Testing Clouds for Mobile App Testing
Owning a device farm is costly and requires constant updates, while emulators and simulators fail to replicate real-world conditions. This makes large-scale, accurate mobile app testing difficult.
LambdaTest is a GenAI-native test execution platform that allows you to perform manual and automated AI mobile app testing at scale across 10,000+ real devices and OS combinations. It provides both real device cloud and virtual device cloud access, enabling teams to validate apps under real user conditions without the overhead of physical device management.
Ensure Your Developers Automate Unit Tests
Unit testing evaluates small, independent pieces of functionality and is an essential part of every release cycle.
Each time a new build is released, unit tests run to verify that recent changes work correctly and do not break existing functionality. Properly implemented unit tests reduce the number of defects that QA teams need to report in that area.
Manually testing units is costly, time-consuming, and complex, so unit tests are usually automated to maintain efficiency and accuracy.
Conclusion
In conclusion, balancing speed and quality is essential for effective software testing. By combining automation, real-world testing, and structured processes, QA teams can deliver reliable applications quickly while maintaining high standards.
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Traditional Festivals in Modern China

When you learn Mandarin online or studying with an online Chinese teacher, the names of festivals such as 春节 (Spring Festival), 中秋节 (Mid-Autumn Festival), and 端午节 (Dragon Boat Festival) are often among the first pieces of cultural vocabulary encountered. Yet behind these familiar terms lies a long history of ritual practices, social customs, and symbolic meanings that have undergone significant transformation in modern Chinese society.
The Spring Festival, for instance, has always been the most important holiday in China, traditionally marked by ancestral worship, reunion dinners, and symbolic acts to welcome prosperity. In the past, rituals such as offering sacrifices to household gods or setting off firecrackers to ward off evil were central. While some of these customs remain, modernization has altered the festival landscape. Today, the Spring Festival is characterized as much by televised galas, digital 红包 (red envelopes) sent via mobile apps, and mass domestic travel as by traditional family rituals. The meaning of “reunion” persists, but its expression has expanded with technology and urban life.
The Mid-Autumn Festival also illustrates this transformation. Historically associated with moon worship and poetic reflection, its essence was rooted in agricultural cycles and ancient cosmology. Today, while the round mooncake continues to symbolize family unity, the festival is now also celebrated through commercial branding, tourism, and even large-scale public events. Its ancient connotations remain, but they coexist with contemporary interpretations that align with modern lifestyles.
The Dragon Boat Festival similarly demonstrates the adaptability of traditions. Once a ritual of exorcism and seasonal protection, centered on rowing boats to drive away disease and misfortune, it later became associated with commemorating the poet Qu Yuan. In contemporary China, the festival balances heritage activities such as dragon boat racing and eating 粽子 (rice dumplings) with broader cultural celebrations, often promoted as expressions of intangible cultural heritage.
At the language school GoEast Mandarin, discussions of Chinese festivals are essentially taught together with language instruction, ensuring that learners not only memorize terms but also gain an understanding of their evolution and continuing relevance.
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How Fast Can a Hoverboard Go? A Complete Guide to Hoverboard Speeds

Hoverboards have come a long way since they first became a viral sensation. What commenced as a futuristic-looking toy is now a famous private transport choice for kids, teens, and even adults. But one query nearly all and sundry asks before shopping for is: how quickly can a hoverboard go?
The reply relies upon a few factors like the model, motor power, wheel size, and who’s driving it. In this article, we’ll break it all down so you’ll be aware of precisely what to anticipate when selecting the proper hoverboard for your needs.
Average Hoverboard Speeds
On average, most well-known hoverboards attain speeds between 6 mph and 10 mph. That may additionally no longer sound extraordinarily fast, however when you’re standing upright and balancing on two wheels, it feels enormously quick.
- To put that into perspective:
- 6 mph is roughly the velocity of a brisk jog.
- 10 mph is close to the pace of a leisure cyclist.
For youthful riders, such as these, the use of a kid’s hoverboard, producers regularly restrict the velocity to the lower quit of this range for safety reasons. Adult models, however, may additionally provide greater pinnacle speeds, depending on their design.
Factors That Affect Hoverboard Speed
Not all hoverboards are constructed the same. Here are the essential elements that decide how speedy a hoverboard can go:
1. Motor Power
Hoverboards generally use electric-powered motors ranging from 150W to 400W per wheel. An extra effective motor presents more desirable acceleration and greater pinnacle speeds. Premium fashions with twin 400W motors can push speeds up to 12–15 mph.
2. Wheel Size
Wheel dimensions are more than most people think. Smaller 6.5-inch wheels are frequent on entry-level boards and are high-quality, suitable for easy pavements. Larger 8.5-inch or 10-inch wheels, frequently found on off-road models, can cope with rougher terrain and occasionally provide higher pinnacle speeds.
3. Rider’s Weight
Most hoverboards are designed with an endorsed weight range, typically forty four lbs to 220 lbs. Lighter riders might also no longer attain most speeds due to the fact the sensors don’t have interaction fully, whilst heavier riders would possibly observe a slower tempo if the board struggles to hold up.
4. Battery Performance
Hoverboards run on rechargeable lithium-ion batteries. As the battery cost drops, so can the speed. A completely charged board will constantly supply height performance, whilst an almost drained one may sense sluggish.
5. Terrain and Conditions
Smooth pavements permit for greater speeds, whilst grass, gravel, or uneven paths naturally sluggish the hoverboard down. Uphill climbs additionally minimize speed, whereas downhill stretches can make it experience faster.
How Fast Can Different Types of Hoverboards Go?
Not every hoverboard is constructed for the same purpose. Let’s appear at some classes and their standard speeds:
- Standard Hoverboards
- Top Speed: 6–10 mph
- Best for: Everyday fun, informal rides, beginners
These are the most frequent fashions and the ones most households choose. They’re safe, reliable, and provide a stability between velocity and stability.
- Off-Road Hoverboards
- Top Speed: 10–12 mph
- Best for: Adventure seekers, out of doors use
Equipped with better wheels, rugged tires, and enhanced motors, off-road hoverboards are made for trails, grass, and grime paths. They provide barely greater speeds however shine most in their sturdiness and terrain handling.
- High-Performance Hoverboards
- Top Speed: 12–15 mph
- Best for: Adults, enthusiasts, thrill-seekers
These top rate boards pack effective motors and superior self-balancing technology. While faster, they’re commonly no longer advocated for younger young people due to the greater velocity and talent required to manage them.
- Children’s Hoverboards
- Top Speed: 6–7 mph
- Best for: Younger riders (ages 6–12)
For kids, security is usually the pinnacle priority. That’s why a children’s hoverboard is designed to restrict velocity whilst nevertheless imparting the excitement of gaining knowledge of stability and movement. Parents can relaxation certain understanding their infant won’t be zipping round too quickly.
Is Hoverboard Speed Safe?
Safety is a frequent subject when it comes to hoverboards. Even even though they don’t attain intense speeds, riders need to always:
- Wear a helmet, knee pads, and elbow pads.
- Start gradual to construct self assurance earlier than checking out greater speeds.
- Ride in protected areas away from busy roads and heavy traffic.
At the common 6–10 mph range, hoverboards are normally secure as lengthy as riders comply with the policies and use shielding gear.
Tips to Get the Most Out of Your Hoverboard
If you desire your hoverboard to persistently operate at its nice speed, preserve these guidelines in mind:
- Charge wholly earlier than use – a low battery can have an effect on pace and performance.
- Stick to endorsed weight limits – overloading can gradual down the board.
- Choose the proper terrain – smoother surfaces assist you flow faster.
- Maintain your hoverboard – preserve the wheels smooth and take a look at for put on and tear.
Conclusion: How Fast Is “Fast Enough”?
So, how quickly can a hoverboard go? For most riders, the candy spot is 6–10 mph—fast sufficient to experience exciting, however protected ample for day-to-day fun. Advanced fashions can push up to 15 mph, however that’s normally reserved for grownup enthusiasts.
If you’re shopping for for a child, a children’s hoverboard that caps out round 6–7 mph is the best stability of exciting and safety. For adults who favor some thing extra thrilling, off-road or high-performance fashions would possibly be well worth considering.
At the cease of the day, the first-class hoverboard isn’t constantly the fastest—it’s the one that fits the rider’s needs, age, and self assurance level.
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Instagram privacy strategies that give you total control

Instagram, which boasts over two billion users, is also a platform for connection and creativity. But there is a catch to its popularity: your privacy. Apps such as Imginn are used to anonymously view public accounts, leading to concerns about who can access your information. As data breaches and targeted ads become a growing concern for privacy, it’s crucial to take control of your Instagram privacy settings.
This article will provide you with step-by-step actions to help protect your Instagram account. You will learn how to control who sees your content, minimize data collection, and enhance the security of your account while improving Instagram data protection.
Statistic | Value/Percentage | Source |
Instagram Users Concerned About Privacy | 68% | Pew Research |
Users Unaware of Instagram Privacy Settings | 45% | Global Privacy |
Data Breaches on Instagram in the Past Year | 12 Million | CyberNews |
Increase in Cyberbullying Cases on Instagram | 22% | Anti-Defamation |
Users Actively Limiting Data Sharing | 35% | Statista |
Switch to a Private Account
To best protect your Instagram account, the most effective step is to make your account private. That way, only followers you accept can see your posts, stories, and reels. This is a simple switch that isolates your personal content from the public internet.
To make your account private:
- Go to your profile and click the three horizontal lines in the top right.
- Go to Settings and Privacy.
- Choose “Account privacy” and slide the button next to “Private account” to the right.
Although rivals like TikTok and Facebook offer similar private account capabilities, Instagram’s relationship with its parent company, Meta, means that your data can be shared across the family of apps. This makes securing your account even more important.
Manage Your Messages and Story Replies
Unwanted spam and junk messages can be more than a mere nuisance; they can also lead to fraud, luring unsuspecting users into scam schemes. Instagram gives you control over who can message you directly.
To manage message requests:
- In Settings and privacy, touch Messages and story replies.
- Select Message controls.
- Here, you can choose whether message requests can be sent to you (you can restrict them only to followers or disable them entirely for people you do not follow).
Unlike Signal or WhatsApp, which default to end-to-end encryption, Instagram’s direct messages aren’t so secure, though you can start an end-to-end encrypted chat manually. This makes controlling who can send you messages an important part of preserving your own privacy.
Control Who Sees Your Content
With a private account, however, you may want to control the visibility of certain posts or stories. You can also block other people from sharing your stuff. Stay wary of tools like Pixwox, which enable anonymous stalking and downloading of Instagram content, underscoring the ongoing need for robust privacy controls.
- Hide Your Story: You can hide your stories from certain followers without blocking them.
- Restrict Tagging and Mentions: You can adjust who is able to tag you in photos by visiting the Tags and mentions section of your privacy settings. You can also review tags before they show up on your profile. This way, unwanted photos don’t appear on your page.
- Limit Who Can Share Your Story: From within the Sharing and reuse section, you can prohibit others from sharing your story posts in messages or adding your feed posts to their own stories.
Limit Data Tracking for Ads
Instagram’s revenue model depends on your data to show targeted ads. You can’t fully opt out, but you can restrict how your information is used.
- You can find “Ad Preferences” in your Accounts Center.
- Check Ad topics and deselect the interests you don’t want advertisers to target.
- You may manage the data you receive from partners under Ad settings to minimize personalized advertising.
Strengthen Your Account Security
Balancing good privacy with sound security is crucial. Here are three simple steps you can take to protect your account from unauthorized access.
- Enable Two-Factor Authentication (2FA): This creates an extra layer of security, requiring a code from your phone or an authenticator app to log in. It is one of the most effective ways to keep hackers at bay.
- Strong Unique Password: Don’t use a common word for the password, and don’t use the same password again over more than one site/service. A strong password should include a combination of numbers, letters, and symbols.
- Use a VPN: a Virtual Private Network (VPN), which helps you encrypt your internet connection and offers online privacy, with the result that nobody can snoop on your IP address or online activity. This is particularly beneficial when using public Wi-Fi, where packets can be easily intercepted.
Take Back Your Digital Privacy
The best part of controlling your Instagram privacy settings is that you’re taking control over your digital footprint. With a private account, you can control who can contact you directly and enhance your security at the same time. By taking these preventative measures, you will shield your sensitive information from the public sphere.
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