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Cloud Application Security Testing assesses the security trustworthiness of the virtual stage facilitating your business-basic data resources. The goal ought to be to distinguish the potential security weaknesses related with your cloud administration for remediation or hazard acknowledgment. Successful cloud security testing benchmarks the security arrangement of your facilitating climate. The leading cloud application testing company will prevent you from attacks and provides you with proper encryption and firewalls.

Automate a success to get automated success!

GRhombus Technology financially savoy Cloud Security Testing can assist with decreasing the danger of a break to your frameworks. Our best cloud security testing administration is conveyed in 4 stages:

1. Planning

Helps in auditing the cloud supplier administration level arrangements. Affirming test scope, target IPs, URLs, APIs, login accreditations and honours, consistence necessities, testing times, resources and rules of commitment.

2. Vulnerability Scanning

Recognizing security design, intelligent and actual security shortcomings related with the objective climate.

3. Findings/Analysis

Deciding bogus up-sides and affirming hazard levels related with recognized weaknesses.

4. Reporting

Recording discoveries and hazard level related with the cloud stage.

Cloud Security Testing Features and Components

Our cloud security testing philosophy depends on accepted procedures as set up and characterized by ISECOM’s Open Source Security Testing Methodology Manual (OSSTMM), the Open Web Application Security Project (OWASP) Cloud Security Project rules.

GRhombus technology will assess the risks, understand the context and build the best cloud security testing solutions for your engineering stack. Our security testing specialists utilize both robotized cloud security testing devices and manual methods to recognize security weaknesses that might compromise the security uprightness of your cloud stage, for example, setup defects, overabundance constructs, missing security fixes and updates or fixes or programming mistakes on stage server assembles. All testing is checked to meet your particular business or consistence prerequisites and we issue “Testing Certificates” to empower your business to deliver proof of consistence whenever required.

Explicit cloud stages require explicit testing targets procedures and apparatuses. GRhombus Technology gives cloud security testing to the accompanying cloud conditions:

• On Premises
• Foundation as a Service
• Stage as a Service
• Programming as a Service

This gives an exhaustive report that subtleties security weaknesses distinguished and explicit activities for remediation, a kindness studio and available to come in to work help.

Definite Report: The report subtleties explicit weaknesses distinguished on the stage, how they were recognized, strategies and instruments used to distinguish them and visual proof if pertinent. The report will show a security weakness hazard rating for hazard decrease references.

Graciousness Workshop: The report is introduced in a studio with appropriate business partners to guarantee how they might interpret the discoveries and the dangers related with facilitating the business data resources on the stage.

Available for potential emergencies Advice Assistance: We give exhortation and help to 30 days following the report submittal and answer any inquiries that emerge from executing therapeutic activities and guaranteeing hazard decrease.

Free Retesting: We offer retesting to confirm healing activities were successful. Upon fulfillment, we’ll furnish you with an outline report checking therapeutic measures have been carried out.

Client Promise: Our administrations give an unrivalled infiltration testing arrangement which is covered by a 100 percent fulfilment assured.

Cloud Testing Benefits:  Our Cloud Security Testing Service evaluates the viability of the security controls and arrangements sent on your cloud stage. This savvy administration will affirm the vigour of your present stages:

• Client access and confirmation controls
• Customer virtual division and compartmentalization
• Hypervisor access controls
• Server security design and construct
• Frameworks security organization program
• Episode recognizable proof capacity
• Episode reaction plans and systems

Moreover, the help incorporates the conventional audit of your cloud supplier administration level understanding (SLA) and the arrangements of suggestions for improving the security related with your administration.

Why GRhombus technology?

Our accomplished security engineers carry out definite Cloud Penetration Testing techniques utilizing exclusive and open-source instruments guaranteeing they can adequately evaluate your organizations capacities to identify and relieve assaults against your business frameworks. All security testing engineers are entirely confirmed and liable to inside and out proficient, criminal and credit records checks. At the point when you pick us, you’re choosing GRhombus technology for working with qualified specialists.

In today’s highly cutting-edge technology ecosystem, change is the new normal. However, with constant change and agility come the twin threat of nefarious actors and the need for constant updates.

If the right safeguards are in place, any threat to a business can minimize, if not completely eliminate, damage from a threat. Hence, investing in these right methods is critical to ensure the security of business data, as well as from a business continuity perspective.

GRhombustech, among the leading cyber security companies in US, share our experience on what methods can be used to ensure the security of business data.

1)  Be Firm on Strategy

A well-defined and implemented IT security strategy is a must, no matter what the company’s size is. The planning must be detailed and documented. Further, it should look at and consider all possible scenarios from a neutral perspective and not just something that strikes the mind or is easy to implement. The help of external consultants can also be taken up for this.

This plan and document must also be implemented and reviewed periodically. It is only then that business data will always be secure.

2)  Educate Users

Educating users is extremely important to ensure the security of business data. Often, users can inadvertently click on nefarious links or be misled in some areas. Hence, educating users and keeping the flame of security consciousness alive with regular refresher training and fun exercises is the best way to ensure an alert mindset.

3)  Consider BYOD and Have a Plan

The COVID pandemic has shown how critical it is for businesses to stay nimble and agile, and for this, remote working is a significant contributor. Develop a specific plan for BYOD devices and provide the necessary protection as well as precautions from a network security perspective.

4)  Invest in the Right Tools

With different tools available in the market, an informed choice will need to be made on what best fits your needs. Do your analysis but invest and ensure that you have the right level of security according to your organizational needs and customer expectations.

5)  Setup Automatic Updates

Investing in the right tools alone will not help. It is also vital to set up automatic updates of these tools. It is the only way to ensure that you stay updated and avoid any vulnerabilities from older versions from being exploited.

6)  Password Policy

Set a strong password policy across the organization and also ensure that any admin and network passwords are stored securely. The more complex a password is, the more difficult it gets for nefarious elements to attack. Using a reliable password manager to store passwords at an organizational level is also a good idea.

7)  Secure Wireless Networks

Wireless networks enhance convenience but can also pose a security vulnerability. Encryption of wireless networks is vital for data security. Use of VPNs, configuring the networking software and hardware properly, and also designing and implementing a solution with paramount importance for security will be the first steps.

A detailed article on how wireless networks can be secured is available here.

Why Grhombustech?

Grhombustech is a leading company undertaking custom software development in USA. As a leading software development company in USA and an EdTech company in USA, we are reputed for our skills, knowledge, passion and implementation expertise.

Our team of experts serves clients across Europe, UK, USA, Middle East, and achieving client delight at every touchpoint is our mission. GRhombus Technologies Private Limited is a subsidiary of GRhombus Consulting.

For additional details, please contact us.

Application Programming Interface:

The team of GRhombustech will perform all the dedicated processes for creating, designing, deploying, and supporting the software for any business need. Application Programming Interface is also known as API as short, is a computing interface that establishes communication and provides data exchange between two separate software systems. The software system which executes the application programming interface has many functions that another software system can perform. Application programming interface defines requests that are made, how to make requests, what are data formats can be used etc.., between two software systems. The leading software development company in USA as in GRhombustech will engage with the clients to perform the best software testing US operations.

A great combination that brings forth artistry and engineering together!

What is API Testing?

API TESTING is a product testing type that validates Application Programming Interfaces (APIs). The reason for leading API Testing US, is to look at the usefulness, dependability, execution, and security of the programming points of interaction. In API Testing, rather than utilizing standard client inputs(keyboard) and yields, you use programming to send calls to the API, get result, and note down the framework’s reaction. API tests are altogether different from GUI Tests and won’t focus on the look and feel of an application. It focuses on the business rationale layer of the product design.

API automation Testing requires an application that can be communicated through an API. To test an API, you should

• Use Testing Tool to drive the API
• Compose your own code to test the API

Set-up of API Test environment:

API Testing is not quite the same as other programming testing types as GUI isn’t accessible, and yet you are required to set up an initial environment that invokes API with a required set of parameters and then finally examines the test result. GRhombustech imparts all the discussed environments and leads as the best software development company in USA.

Subsequently, setting up a testing environment for API automation testing appears to be somewhat mind-boggling.

Information base and server ought to be designed according to the application necessities.

When the establishment is done, the API Function ought to be called to look at whether that API is working.

Types of Output of an API

A result of API could be

• Any kind of information
• Status (say Pass or Fail)
• Call another API function.

Test Cases for API Testing:

Test Cases of API testing depend on

• Return value based on input condition: it is somewhat simple to test, as input can be defined, and results can be validated
• Doesn’t bring anything back: When there is no return value, a behavior of API on the framework to be checked
• Trigger a few different API/occasion/intrude: If a result of an API triggers a few events or interfere with, then, at that point, those events and interrupt listeners should be tracked
• Update information structure: Updating information design will have some result or impact on the system, and that ought to be verified
• Adjust specific resources: If API call alters a few resources then it must be validated by accessing the respective resources

API Testing Approach

API Testing Approach is a predefined technique or a strategy that the QA group will act to lead the API testing after the form is prepared. This testing does exclude the source code. The API testing approach assists with better understanding the functionalities, testing strategies, input boundaries and the execution of experiments. GRhombustech has its topology structured in a fashion that the best API testing systems will be approached in the most defined way.

The following points helps the user with the API Testing approach:

• Learn API testing shortly!!!
• Understanding the usefulness of the API program and clearly characterize the scope of the program
• Apply testing techniques such as equivalence classes, boundary value analysis, and error guessing and write test cases for the API
• Input Parameters for the API should be arranged and characterized appropriately
• Execute the test cases and look at expected and real outcomes.

Of course, there’s a corollary: The software that’s worth making is worth doing something new!!

Best Practices of API Testing:

• API Test cases should be categorized by test category
• On top of each test, you should include the declarations of the APIs being called.
• Parameters selection should be explicitly mentioned in the test case itself
• Prioritize API function calls so that it will be easy for testers to test
• Each test case should be as self-contained and independent from dependencies as possible
• Avoid “test chaining” in your development.
• Special care must be taken while handling one-time call functions like – Delete, Close Window, etc.
• Call sequencing should be performed and well planned
• To ensure complete test coverage, create API test cases for all possible input combinations of the API.

Types of Bug that API testing detects

• Fails to handle error conditions gracefully
• Unused flags
• Missing or duplicate functionality
• Reliability Issues. Difficulty in connecting and getting a response from API.
• Security Issues
• Multi-threading issues
• Performance Issues. API response time is very high.
• Improper errors/warning to a caller
• Incorrect handling of valid argument values

Response Data is not structured correctly (JSON or XML) 

Primarily building an effective EdTech strategy will pull together the workload, collaboration, and education in one place.

After a long wait, the UK’s department of education has announced this EdTech strategy in early April and this helps everyone including the schools and other EdTech providers in UK. 

“The positive step”

This kind of collaboration will underpin the latest technology companies creates a wide impact on the education sectors across the world. The leading EdTech strategies UK laid by the government will create a closer relationship between the schools and the top EdTech companies in UK. EdTech strategy is going to act like a two-way flow of information and this will help schools to understand the potential of technological impact into the educational field.

Education workloads can be tackled with EdTech:

What if all the teachers can achieve a better work-life balance?

The leading EdTech development company in UK will throw light on the facts of handling the workloads using EdTech in such a way that the teachers can ensure that their work-life balance is not disturbed. GRhombus Technologies will aid you with this article for the understanding of strategies built to develop EdTech and create them. Also, the more complex side of the EdTech will be for the developers and those efforts must help teachers to free up their time for teaching classes, and hence the learner and teacher get benefitted.

Special education will be supported:

EdTech strategies will also extend their hands by providing attention for the special education needs. There is a significant impact on children – Through technology. Over technology, children can avail of interactive and assistive technology and this must be ensured that – this is accessible for all learners and of all age groups and the software can be achieved through the leading software development companies in UK.

Safety and data security in this assistive technology:

There is also a fear factor that the sensitive data are protected?

There are huge benefits to this technology and at the same time, we also need to ensure that the data and other sensible values are protected against malicious activities. Along with the usage of high-performing classrooms, data should not stop from getting this advantage to a greater extent. GRhombus Technology, the best software testing company in UK, always prevails that any of the concerns over privacy and data protection are highly taken care of.

The EdTech procurement ensures that all of the investments will have a procured impact and also some of the methodologies to be followed to make the strategy may include, going for an internal audit analysis, analyzing the current and future trends in the EdTech approach, designing a strategy and also getting support from the stakeholders, defining your implementation plan, and finally creating a plan to execute the action.

The reason:

The companies are focusing on technology for education and we need to understand that a teacher never goes into a grade level without having a plan. The best software testing company in the UK will always lead the education technologies that will work for your businesses.

Especially in education technology, attaining quality builds will be an important aspect to achieve the goals. You will always need a strategy in place to understand your audience’s requirements before going for marketing efforts. GRhombus Technology is servicing the best test automation services in the UK and we work from the context of qualitative and quantitative findings which involves knowledge and information processing. We can use the top EdTech strategy UK resources along with the procurement of knowledge, attitude, behavior, and also we need to educate the children to embrace themselves within the best surrounding possible. At the same time, any strategy that you proffer must improve the ability and guidance without going for any gender differences, thereby pertaining to gender equity! Ultimately, the best EdTech strategy will surely help schools to realize the benefits and the positive impact of technology on education. Anyhow, the EdTech Development Company in UK will strive to maintain a long-term committed strategy to collaborate with the schools, and also GRhombus Technology will aim to widen the strength in this kind of strategy and ensure the certainty for the future to be brighter.

The world has changed to being mobile first and on-demand. Users now want a seamlessly connected experience, and it is possible only if applications are hosted on the cloud. While low maintenance cost and easy scale up and down have made many companies adopt the cloud model, security has always been a grey area. Many applications are being launched everyday to make workflows, processes and interactions easier. However, security threats are also correspondingly on the rise and any vulnerability can be exploited leading to grave financial and reputation-based implications.

Why is Cloud-Based Security Testing Important?

The main objective of cloud-based security testing is to prevent malware or external threats from accessing or manipulating the data on the cloud. Security risks and possible avenues of breach are also detected so that developers can fix them through codes and patches before they are exploited.

Nowadays, security-as-a-service providers perform a host of on-demand tests in the cloud itself. This allows the organization to save costs and maintain a secure application, without any compromise on quality. This is a new and emerging area. The solution/scanner is hosted on the cloud and results are provided in real time with detailed descriptions and remediation measures. It is also extremely important to run security tests before and after cloud deployment to ensure that the project objectives from the perspective of security have been met and bring greater visibility.

Some of the popular tools available for cloud-based testing are

SOASTA CloudTest.

• LoadStorm
• BlazeMeter
• Nessus
• App Thwack
• Jenkins Dev@Cloud
• Xamarin test cloud

Factors to consider in cloud-based application security testing

Some of the factors to consider in cloud-based application security testing are

1. Speed

The cloud-based security tool must support distributed computing and be capable of running parallel scans on multiple locations.

2. Scalability

The cloud-based security tool must be scalable and cater to growing organizational needs for now and in the future. There should not be any associated performance issues or configuration issues.

3. Accessibility/Availability

The cloud-based security tool should be available at all times and accessible by multiple teams in different locations. A centralized dashboard can facilitate collaboration, discussions and faster decision making.

4. Cost

The overall cloud-security testing solution must be robust yet cost effective. It should bring the ability to decrease security testing costs and give a reasonable return on investment. When multiple iterations are run as in the event of agile workflows, there should not be an added incremental cost. Rapid inspections must be facilitated and parallel tests should be run seamlessly.

5. Quality

The output quality of the test report must be versatile. It should be easy to interpret, suitable for resolving issues and offer context to the parameters and values. Triaging of false negatives and false positives should be simple and actionable.

6. Minimum risk threshold

The minimum risk thresholds must be defined based on the organizational risk appetites. All the risks must be listed and discussed and covered under various aspects of the testing process.

What makes Grhombustech unique?

Grhombustech, among the leading software development companies in USA, offers innovative and customisable cyber security and cloud testing solutions for an organization of any scale and size. We are also a leading EdTech company in USA.

Driven by passion, purpose, experience and service-mindedness, we offer excellence at any and every touchpoint. Our team of experts serve clients across Europe, UK, USA, Middle East. Apart from cyber security, GRhombus also offers services in Data Visualization, IoT Testing, Salesforce Development and Cloud Testing.

A strong defence in the cloud is the first milestone of success and we can help you achieve the same. For more details, contact us.

APIs are acronyms for Application Programming Interface. APIs are formal specifications that help different pieces of software communicate with each other. Essentially, they are the methods by which different systems talk to each other to offer a seamless solution to the end-user. It is important to note that APIs do not have any graphical user interfaces (GUIs). Nevertheless, they play a critical and vital role in the success of the software project.

We can consider the example of a travel portal to understand this concept better. The travel portal offers a graphical interface for users to search listings and make travel plans. However, the database of the travel portal cannot have or hold all this information, especially when this information is dynamic and subject to constant change and updates. Thus, participating vendors, airlines, etc will make available APIs, which can be called upon by the travel portal to show the most recent data.

Thus, there may be two different programs written in different languages or different pieces of software undertaking unique activities. All of them can be made to interact seamlessly to deliver a holistic top-level solution. Each service is independent. Yet in the overall system, they perform as one synchronized unit because of the empowerment offered by APIs.

In many cases, there is a trigger for the API to act. This trigger can be automatic or manual. Once initiated, the API works and acts as the vital link in transferring data and logic across disparate systems and applications. Hence, testing APIs is vital. Otherwise, it can result in serious product flaws when implemented.

In today’s digitally-driven economy, almost all companies offer their APIs for integration. This is to enlarge their business footprint and offer today’s fast-paced consumers relevant and up-to-date information exactly when they need it.

GRhombustech, a leading software development company in the USA has rich experience in this regard and we share some of our knowledge below.

Some of the reasons for testing APIs include

1)  Reduces Technical Debt

API testing across different stages exposes any poor design and architecture vulnerabilities. These may go on to trigger performance, security, or reliability problems at a later date. Thus, API testing makes the application future-proof and reduces any costly rework. Further, it clearly shows if the intended objectives of the API function are achieved.

2)  Reduces Customer Support Cost

The earliest a bug is found and fixed, the more money is saved in customer support costs, not to mention the technical analysis. There is usually a 30x cost factor in fixing defects upfront and fixing defects after rollout and implementation.

3)  Acts as a Thumb Rule for Performance Checks

Since APIs act as bridges between different systems and data tables with complex processing, testing APIs gives an idea of overall performance and response times. If it is not satisfactory, then tweaks need to be made to correct the same.

The testing of APIs by itself can be automated using multiple toolsets and libraries. In the era of CI/CD where incremental code changes are made and deployed continuously to ensure quicker delivery, automated testing of APIs saves a lot of time and money. The automation suite thus created can be seamlessly ‘plugged-in’ when making any integration or deployment and thus save the huge human effort so involved.

Why Grhombustech?

Grhombustech is a leader in offering API automation testing services. As a leading software development company in USA, we bring passion and purpose to every activity. We are also a leading EdTech company in USA and cyber security companies in USA.

Our team of experts serves clients across Europe, UK, USA, Middle East. Committed to nourishing long-term relationships with them, we are dedicated to ensuring an uninterrupted flow of delivery all the time. GRhombus Technologies Private Limited is a subsidiary of GRhombus Consulting.

For additional details, please contact us.

The Internet has revolutionized human interactions and business. However, along with the ease, what has risen is the unpredictability of the entire ecosystem. While rapid technology changes open new doors and opportunities, what is true is that there is also a chance for catastrophic situations to break out if threats are not properly analyzed and mitigated.

What is Threat Intelligence?

Threat intelligence is a collective term used for the process of collecting and analyzing information from various sources regarding cybersecurity threats and using the same to formulate strategies to minimize and mitigate any identified risks.

GRhombustech, among the top penetration testing companies in UK and among the best cyber security companies in India, has put together some tips on how to hunt for threats in a changing digital landscape.

1)   Have a Proactive and Collaborative Approach

Always assume that the company’s data is at risk, even if nothing untoward is noticed. With this mindset, if any digital interaction or customer requirement is analyzed, it helps one get a better hang of things and raise appropriate questions early in the engagement process.

A collaborative approach across different wings of the organization is the key to success. In the case of large organizations with a global footprint, there is often the inadvertent development of silos mainly because of operational and time zone differences, among others. The easiest method will be to bring all stakeholders on a common platform so that proactive threat analysis is conducted and actionable insights are implemented at the earliest. This will prevent any gaps from arising or loops from being exploited.

2)   Look Outside the Firewall

With the increasing use of BOYD, endpoint protection becomes really important. This is something we have discussed in our previous blogs (hyperlink to the endpoint security blog). Hence, an analysis from an all-around perspective is the best approach to take to mitigate threats. This includes any touchpoint like cloud accounts, servers, websites, etc. While it is no doubt that firewalls will continue to play a major role in ensuring perimeter security, one needs to broaden the scope and look at all touchpoints that connect to the Internet, both within and outside the defined perimeter.

3)   Be Data-Driven

The use of datasets like WHOIS data, SSL certificates, network logs, and passive DNS can be valuable in analyzing any perceived suspicious activity and attacks. While nefarious actors are plenty, they will still leave some sort of a digital footprint before and after they execute an attack. As an example, WHOIS data can be used to analyze ownership records. This can then be used to pinpoint suspicious patterns or compile an attack timeline using domain registration or expiration periods. It also helps in the case of identifying compromised hosts and any domains that may have been hijacked.

Another interesting area of study can be host pairs wherein re-directions to website pages are compromised. Artificial intelligence and machine learning can be used to automate and analyze the large amounts of data collected. But this will require some investment and skilled resources to drive the same.

4)   Participate in Forums

Threats are constantly evolving, and hence, it is always useful to be a part of security forums and discussions. Being a part of this larger group also widens one’s exposure and builds on existing knowledge. Common problems in threat hunting like false leads and alarms, handling of unconnected systems, and other cases can also be discussed in these areas openly.

Why Grhombustech?

Grhombustech is a leader in offering cyber security solutions and is a trusted information security partner for leading companies in Europe and USA. We take pride in customizing security programs per customer needs and offering flexible and elegant solutions. Our experts deliver detailed analysis and documentation along with comprehensive mitigation and testing solutions at every step.

Apart from cybersecurity, we are also a leading software development company in UK. Established in 2014, GRhombustech has delivery centers in India at Hyderabad, Chennai, and Bengaluru, and partner offices located in the USA and the Netherlands.

For additional details, please contact us.

Youth and children today have rich exposure and a sound sense of technology from a very young age. It is hence only natural that this technology finds a natural fit in mainstream education. The COVID pandemic has already shown how technology can help minimize disruption to everyday work and life and achieve a healthier balance. Even while schools and colleges have undertaken remote classes, coaching and exams, the full potential is yet to be reached or achieved. EdTech is the process of technology implementation in classrooms and includes but is not limited to the use of software and hardware tools to improve learning outcomes.

Below are some of the tips for the successful implementation of an EdTech project

1. Ensure buy-in

Before an EdTech project is implemented, it is necessary to achieve buy-in from all related stakeholders. Goals for implementing the project should be clear and stakeholders for supplying requirements, validating the setup and finally making decisions must be identified.

It is important to prepare teachers, students and other related stakeholders regarding the benefits of the proposed implementation and be realistic on the possibilities and opportunities. Involving the right people at every step will ensure that the implementation is very smooth.

2. Identify the Tools and Product Options

EdTech is a huge subject and not all concepts can be applied in all cases. Hence, it is important to identify the right tools and product options to offer a best-fit solution for the case. Collaborative working and sharing of technology expertise while understanding the existing pain points is the first step to take. This will also impact the pricing and associated negotiations on the same.

3. Pay Attention to User Training

The various users need to be properly trained in all aspects of the EdTech solution. The training materials supplied must be comprehensive and there may also be an extended hand-holding period for the same. EdTech companies and their trainers must be patient with the end audience as all individuals may not have high levels of comfort with technology or sufficient technology literacy. Hence, user training must be planned well, implemented in phases and there must be constant feedback and support. This will ensure that the end-users get more comfortable with the solution gradually and ultimately result in successful project implementation.

4. Share Progress Periodically

Oftentimes, the initial enthusiasm is lost if the project updates and progress is not shared. While it is important to ensure completion on time, it is also important in the specific case of EdTech projects to keep the larger set of stakeholders like teachers and students informed on key aspects so that they feel involved and become part of the change. Involving only the top levels of management will give a sense that something is being thrust and the pushback may derail the project at a later stage entirely.

5. Pilot the Project

Piloting the project is critical to ensure success. Sometimes, the project may be piloted to the entire institution or some specific subset of individuals. It is also important to keep an open mind and learn from the feedback and mistakes in the pilot to ensure successful final implementation, roll out and sign off.

6. Be Data Driven

It is important to show the change that has happened, and this is only possible with a pre-assessment, data collection and a post-assessment. Data is the best support and hence, one must be data-driven in approach. It is the only way to showcase project success and convince all stakeholders that they have been part of real change.

Why Grhombustech?

Grhombustech is a leader in offering Edtech solutions and is among the leading software development companies in UK. We take pride in delivering custom and best-fit solutions. Perceptive and collaborative, we offer an exceptional experience at every engagement touchpoint.

Apart from Edtech, we are also among the leading cyber security companies in UK. Established in 2014, GRhombustech has delivery centres in India at Hyderabad, Chennai and Bengaluru along with partner offices located in the USA and the Netherlands.

For additional details, please contact us.

Test smarter and not harder – is a slogan of Software Testing and Quality Assurance. While complexity of application increases, it is fair enough to implement test strategy intelligently that reduces time to quality deliverables. Even though we use opensource tools and frameworks such as Selenium, Cucumber and few other licensed tools have their own limitations, when we think through that, it leads to an effective approach ‘Artificial Intelligence (AI)’- a smart and an efficient way.renders initially is

Artificial Intelligence (AI) Tools

Here are some of the popular AI-based test automation tools being used.

• Testim.io
• TensorFlow
• Appvance
• Test.ai
• Functionize

About Machine Learning (ML)

Machine Learning (ML) a subset of AI, is a pattern-recognition technology, it uses patterns identified by ML algorithms to predict future trends or outcomes. ML is powerful to find predictive patterns with large amount of complex information, and alerts on those differences.

Artificial Intelligence (AI) enhances Testing abilities

Artificial Intelligence (AI) is going to change testing in many ways in the coming days without replacing human. Keep reading, you will know other reasons.

UI Validation

Focus of most of the automation test engineers is to test functionality of application and these tests may ignore UI visual validation.

Using image-based testing tools, automated visual validation is still a limitation on color or size of elements. In such cases, testing activity ends up choosing manual verification which is error prone, where AI testing helps perfectly. You can use ML-based visual validation tools to find differences that human testers would most likely miss.

Regression Testing

Regression runs consume a lot of time at each staging test cycle in continuous integration and testing. Instead of running all common patterns for a small change in piece of code, ML lets choosing required set of precision tests to test the code. Moreover, AI tool lets report coverage of tests and risks within the application.

Write Tests And Prepare Data Sets

Spidering is a latest way of writing tests by ML, the newer tools need to be put through the web application automatically that starts crawling the application. As the tool is crawling, it also collects data by taking screen shots of features, downloads rendered HTML of every page, page load time measurements, and so forth. And it continues to run the same steps again and again.

Over the several cycles, it builds up a dataset and trained ML models for the expected patterns of your application.

API Testing

In the absence of UI, test automation is heavily dependent on backend testing through API calls, where ML Algorithms make it easier and faster to achieve quick release cycles.

DevOps And Report Analysis

During test runs, tool compares its current state to all the learnt/collected patterns, and if there is a deviation found, for example, a page that usually does not show JavaScript errors but it shows through test cycles or a script running slower than average, or a visual difference, then ML tool flags that as a potential issue. In some of these cases domain knowledge experts need to verify manually If the flagged issues are valid bugs. This approach of ML tools can reduce time to write test and track the areas of application to test thoroughly, and also the speed at which the application needs to be tested will be faster than the current world of Agile/DevOps based continuous testing.

Tests Recovery

Test automation engineers frequently face a challenge when developer keep changing element properties, that results into test failure. In these situations, ML tool decides from page object relationships and learnt patterns and the tool changes the locators automatically to identify the element.

Finally, AI Needs You.

Many automation engineers are needed not only with domain knowledge to train ML algorithm and test model development, but also who can analyse and understand algorithms, complex data structures and statistics. So, your job is safe. Stop worrying, upgrade AI knowledge requirements and do what you do best – happy test automation!

Author: Srirama Murala, Director, GRhombus Technologies