Application Programming Interfaces (APIs) are sets of functions that allow your software application to trace data and interact with external software systems or components.
Some instances of APIs include logging into an application using a social media profile, paying online via PayPal or accessing local weather snippets on search engines.
Adoption of Cloud Computing in Healthcare to Improves Patient Care Coordinati...Mindfire LLC
The cloud has revolutionized the way we live and work. It has brought about a new era of flexibility and convenience, allowing us to access information and collaborate with others from anywhere in the world.
According to a Gartner survey, global spending on cloud services is projected to reach over $482 billion this year (2022). The numbers are much higher than those recorded last year, i.e., $313 billion.
Adoption of Cloud Computing in Healthcare to Improves Patient Care CoordinationMindfire LLC
The cloud has revolutionized the way we live and work. It has brought about a new era of flexibility and convenience, allowing us to access information and collaborate with others from anywhere in the world.
According to a Gartner survey, global spending on cloud services is projected to reach over $482 billion this year (2022). The numbers are much higher than those recorded last year, i.e., $313 billion.
Challenges and Risks of Web 3.0 — A New Digital World OrderMindfire LLC
It’s no secret that the world of technology is ever-evolving. From Web 1.0 to the current climate of Web 2.0, new platforms and technologies have revolutionized how we communicate, create content, share ideas, and even buy products. But what does this all mean for the next wave — Web 3.0?
Is it an opportunity for growth or a risk for developers who wish to adopt cutting-edge tech tools into their projects? This post aims to discuss the risks and challenges associated with ramping up development related to emerging forms of advanced web applications like those found in Web 3.0 — and reveal what it could mean to be a part of this ground-breaking industry shift!
Why Django is The Go-To Framework For Python.pdfMindfire LLC
Python is a powerful high-level programming language with potential applications in numerous industries. These disciplines might include everything from web development to automation and data science. It has great libraries and frameworks, such as bottle, pyramid, flask, pandas, selenium, NumPy, PyTorch, OpenCV, etc. In addition, Django is one such Python framework primarily used for web development.
Thriving in an Age of Tech Disruption.pdfMindfire LLC
Since the past decade, the pace of tech disruption has significantly grown with the increasing applications of technologies like AI, ML, and IoT. The global pandemic has only accelerated the wave of tech disruption by creating the demand for innovative and dynamic solutions.
Companies are constantly experiencing the need to innovate faster while keeping up with customer expectations so as to stay competitive. According to McKinsey, businesses adopted digital solutions 25 times faster than their own estimates during the pandemic.
Advantages Of Using Django Framework To Build Scalable.pdfMindfire LLC
What do Dropbox, The Washington Post, Spotify, YouTube, and Instagram have in common? Django was used to build these websites. The open-source Python web framework is widely used for websites that need to be developed quickly, maintained easily, have a clean design, and be secure. It would help if you kept these things in mind when selecting the language or framework for the new project.
Utilizing Machine Learning In Banking To Prevent Fraud.pdfMindfire LLC
Machine Learning (ML) is a vital tool for fraud detection in banks. It can spot potential fraud by examining patterns in transactions and comparing them with known fraudulent activity. It uses algorithms to identify these patterns, which are then used to predict whether or not a transaction is fraudulent. These algorithms are trained using historical data, so they can only identify patterns in existing data and cannot learn new ways as they occur.
How Blockchain In Supply Chain Can Help Overcome.pdfMindfire LLC
With bitcoins and cryptocurrency gaining much popularity over the last few years, its underlying technology — blockchain, seems to be the latest buzzword across industries. There seems to be a sudden urge among businesses to adopt and use the technology to significantly improve their workflow operations. The concept seems to have a promising future that would assist in solving several hold-ups of the existing technology gears.
Adoption of Cloud Computing in Healthcare to Improves Patient Care Coordinati...Mindfire LLC
The cloud has revolutionized the way we live and work. It has brought about a new era of flexibility and convenience, allowing us to access information and collaborate with others from anywhere in the world.
According to a Gartner survey, global spending on cloud services is projected to reach over $482 billion this year (2022). The numbers are much higher than those recorded last year, i.e., $313 billion.
Adoption of Cloud Computing in Healthcare to Improves Patient Care CoordinationMindfire LLC
The cloud has revolutionized the way we live and work. It has brought about a new era of flexibility and convenience, allowing us to access information and collaborate with others from anywhere in the world.
According to a Gartner survey, global spending on cloud services is projected to reach over $482 billion this year (2022). The numbers are much higher than those recorded last year, i.e., $313 billion.
Challenges and Risks of Web 3.0 — A New Digital World OrderMindfire LLC
It’s no secret that the world of technology is ever-evolving. From Web 1.0 to the current climate of Web 2.0, new platforms and technologies have revolutionized how we communicate, create content, share ideas, and even buy products. But what does this all mean for the next wave — Web 3.0?
Is it an opportunity for growth or a risk for developers who wish to adopt cutting-edge tech tools into their projects? This post aims to discuss the risks and challenges associated with ramping up development related to emerging forms of advanced web applications like those found in Web 3.0 — and reveal what it could mean to be a part of this ground-breaking industry shift!
Why Django is The Go-To Framework For Python.pdfMindfire LLC
Python is a powerful high-level programming language with potential applications in numerous industries. These disciplines might include everything from web development to automation and data science. It has great libraries and frameworks, such as bottle, pyramid, flask, pandas, selenium, NumPy, PyTorch, OpenCV, etc. In addition, Django is one such Python framework primarily used for web development.
Thriving in an Age of Tech Disruption.pdfMindfire LLC
Since the past decade, the pace of tech disruption has significantly grown with the increasing applications of technologies like AI, ML, and IoT. The global pandemic has only accelerated the wave of tech disruption by creating the demand for innovative and dynamic solutions.
Companies are constantly experiencing the need to innovate faster while keeping up with customer expectations so as to stay competitive. According to McKinsey, businesses adopted digital solutions 25 times faster than their own estimates during the pandemic.
Advantages Of Using Django Framework To Build Scalable.pdfMindfire LLC
What do Dropbox, The Washington Post, Spotify, YouTube, and Instagram have in common? Django was used to build these websites. The open-source Python web framework is widely used for websites that need to be developed quickly, maintained easily, have a clean design, and be secure. It would help if you kept these things in mind when selecting the language or framework for the new project.
Utilizing Machine Learning In Banking To Prevent Fraud.pdfMindfire LLC
Machine Learning (ML) is a vital tool for fraud detection in banks. It can spot potential fraud by examining patterns in transactions and comparing them with known fraudulent activity. It uses algorithms to identify these patterns, which are then used to predict whether or not a transaction is fraudulent. These algorithms are trained using historical data, so they can only identify patterns in existing data and cannot learn new ways as they occur.
How Blockchain In Supply Chain Can Help Overcome.pdfMindfire LLC
With bitcoins and cryptocurrency gaining much popularity over the last few years, its underlying technology — blockchain, seems to be the latest buzzword across industries. There seems to be a sudden urge among businesses to adopt and use the technology to significantly improve their workflow operations. The concept seems to have a promising future that would assist in solving several hold-ups of the existing technology gears.
Challenges of IT Outsourcing for CEOs of Small.pdfMindfire LLC
The pandemic has altered every facet of the business, and many companies outsource to adapt to the new normal. Many businesses now want to boost their operations and profits using contemporary technology.
Outsourcing has emerged as the new business paradigm, and major companies are scrambling to take advantage of its cost-saving and growth-promoting potential. It takes time and energy to settle into the adaptation phase when a business begins outsourcing for the first time.
Is JMeter The Best Performance Testing Tool.pdfMindfire LLC
The increase in the need to assess the performance of applications, websites, and servers in alignment with a rising need to offer better customer services are the factors facilitating the growth of the load-testing software market. JMeter has a market share of approximately 25.76% considering the performance and load-testing market. The performance testing tools market around the world is predicted to increase by more than USD 3.02 billion by the end of 2030. Different benefits generated by the software include faster testing and streamlines, automatic operational testing, and several others. These are further enhancing the market need for load-testing tools.
Is Codeless Automation Testing Revolutionizing the Testing Industry.pdfMindfire LLC
Codeless automation testing has been an industry buzzword for a while, and with good reason. It is quickly becoming an indispensable tool in test automation. Automation testing validates software’s proper functioning and features before launching it into production. Automation testing uses scripted sequences executed by various testing tools. It helps reduce human errors in application testing, simplifies the testing process into a set of scripts, ensures faster checking of the system, and runs multiple tests a day.
Where Do I Hire A Dedicated Team Of Python Developers Online.pdfMindfire LLC
Python is one of the most popular coding languages used today. It was created by Guido van Rossum and released in 1991. Due to the versatility of the language, many Fortune 500 companies like Netflix and Uber work with Python. It has several uses that are beneficial to firms. Some of its benefits include creating web applications on a server, creating workflows alongside corresponding software, handling large amounts of data, and performing complex mathematics.
Primary concerns of CTOs with IT Outsourcing.pdfMindfire LLC
The document discusses the history and growth of the IT outsourcing industry. It began in the 1990s to help companies cut costs and access efficient resources. The global IT outsourcing market was worth $92.5 billion in 2019 and is expected to grow at a 4.5% CAGR through 2026. India is a leading destination for outsourced IT services, with the industry contributing around 7.7% to India's GDP currently. The document then outlines some common issues with outsourcing like selecting the right vendor, uncertainty regarding business needs and technologies, inaccurate cost estimates, security and compatibility concerns, and poor communication due to cultural differences. Solutions provided include thorough vendor assessments, clearly defining requirements and budgets,
Evolution of virtualized healthcare models.pdfMindfire LLC
New healthcare delivery alternatives were beginning to emerge before the epidemic affected practically every aspect of industry. COVID-19, on the other hand, was the trigger that accelerated those developments, pushing healthcare professionals to make the long-awaited move to a patient-centered approach.
Adopting Blockchain in Healthcare to solve complex data issues & improve cust...Mindfire LLC
Blockchain has proven to be a technological breakthrough that will aid businesses in their shift to increased efficiency and security. According to a PwC poll of 600 Executives conducted in 2018, 84 percent of respondents’ firms are actively engaging with distributed ledgers.
In healthcare, Blockchain is all about cutting away the middlemen. It’s about enhancing the security of different healthcare transactional processes while reducing bureaucracy and manual inefficiencies, boosting service quality, and decentralizing patient data.
Delivering Better Healthcare Services with Edge AI.pdfMindfire LLC
Medicine has been one of the most renowned success stories of modern science and technology. However, the MIT Technology review observes that until 2020 the pace of digital transformation in this sector has been frustratingly low owing to its risk-averse nature and spiraling costs. The mainstreaming of digital tools for enabling the treatment outcomes was emerging, but slowly.
React’s suitability to develop Geospatial solutions.pdfMindfire LLC
This document discusses the suitability of React for developing geospatial solutions. It begins by defining geospatial data as information that describes things or events with a position on Earth, along with characteristics and temporal data. Geospatial information systems (GIS) allow visualization of geospatial data by mapping it. The document then provides examples of geospatial data and advantages of using it. It discusses geospatial applications in transportation and healthcare. React is highlighted as a cutting-edge technology that easily updates user interfaces when data changes. Finally, the document summarizes that React increases productivity and stability for geospatial solutions development.
How has React become the preferred choice to.pdfMindfire LLC
Is your financial institution debating whether to hire a React JS expert and whether React is the best choice for managing your banking app? It is evident that the financial landscape has experienced a massive transformation and breakthrough during the last decade.
An SEO optimized website is best charged up.pdfMindfire LLC
React sites confront significant problems in terms of search engine optimization. One of the primary reasons is that most React developers focus on client-side supplies. At the same time, Google focuses on server-side rendering, which makes ReactJS and search engine optimization challenging. This blog will go through all of the practical techniques to creating an SEO-friendly React app.
The Continuing Relevance of Manual Testing.pdfMindfire LLC
Automation is most advantageous for regular and repeated testing, which may be very time-consuming and tiresome when done manually. However, automation cannot match a human’s intuitiveness, broad knowledge, and iterative assessment skills.
Outsourcing became an emerging trend in the late 1980s/early 1990s. In the subsequent 30 years, it became a strategic business imperative for businesses in the USA and Europe.
In the 1990s, outsourcing consisted of hardware and networking-related work. However, in the internet era of the late 90s and heavy digitalization of industries in the early 2000s, outsourcing started taking a more evident shape. Business process outsourcing, software development, and full-fledged IT function outsourcing gained rapid pace during this period. The business of outsourcing became more client-oriented and just not an internal business process anymore.
Role of AI in Chronic Care Management.pdfMindfire LLC
Effectively managing chronic diseases such as asthma, diabetes, cancer, and several others have been one of the biggest challenges for healthcare providers worldwide. According to a study, chronic diseases are responsible for 70% of deaths and about 50% of the disease burden globally. Owing to this, we will discuss how AI in chronic care management can change these numbers.
As the pandemic unleashed a global health crisis, many countries faced a shortage of healthcare professionals and medical resources. This caused several hurdles for patients with chronic conditions to get treatment at the right time. Such conditions forced chronic patients to adapt to remote and digital treatment, which is the new normal in the current world.
UPI (Unified Payments Interface) – The Game ChangerMindfire LLC
Phenomenal growth may be the exact term to describe the increased volume of digital payments in India in 2022. If you inspect the March data of the current year, it shows that this payment ecosystem grew by 216% compared to the same period in 2019. The Unified Payments Interface (UPI), an initiative of the National Payments Corporation of India (NPCI) has been a critical driver of cashless transactions since its launch in 2016. The idea behind introducing UPI was to enable fast, secure, and seamless digital payments with the Immediate Payment Service (IMPS) infrastructure.
Utilizing Machine Learning In Banking To Prevent Fraud.pdfMindfire LLC
Machine learning is useful for fraud detection in banks by examining transaction patterns and comparing them to known fraudulent activity to identify potential fraud. It uses algorithms trained on historical data to spot these patterns and predict fraudulent transactions. However, machine learning models must be constantly updated with new information as fraud patterns change over time. It can help banks prevent fraud even when unauthorized access is not attempted by flagging suspicious behavior for human review. The benefits of machine learning for fraud detection include increased speed, efficiency, and accuracy compared to traditional methods.
The critical role of QA in Medical Device Testing.pdfMindfire LLC
Digitization has brought significant advancements to the healthcare industry in recent years. This has made it easier to connect people with the most up-to-date medical gadgets and software, resulting in better healthcare services. Medical devices are essential for patient care because they have a direct impact on human lives by delivering valuable data and observations.
Due to different advancements in healthcare, medical device software continues to get increasingly sophisticated. Certain critical compliance factors, such as regulatory delays and the adoption of international standards, have an impact on the software quality of medical devices.
AI in the Retail Industry: Key to SuccessMindfire LLC
In the ever-changing and complex retail industry, businesses need to keep up with the latest technological advancements to remain competitive. That’s why retailers are now using artificial intelligence (AI) and machine learning (ML) to improve the customer experience and gain more profitability.
Disruption Set in Motion by Healthcare Consumerism.pdfMindfire LLC
Healthcare consumerism is the health industry’s shift towards a more value based care; it is a movement for a more cost effective and efficient delivery of healthcare services. It connotes the patient taking control of their health and wellness by managing all aspects of one’s healthcare landscape – including health benefits, medical insurance and retail health. In short, the goal of healthcare consumerism is to enable patients to become wholly involved in their healthcare decisions.
How IoT In Automotive Industry Is Transforming Smart CarsMindfire LLC
The Internet of Things is rapidly influencing every sphere of our lives. IoT in Automotive Industry is seeing one such rapid growth. As of 2020, an article by Deloitte cites that over 20 billion IoT devices are in use.
Overtly, the connected vehicle is the most recent embodiment of IoT technology. While automotive engineers and software developers both claim responsibility for this success, the real power behind the wheels lies with the IoT service providers.
Challenges of IT Outsourcing for CEOs of Small.pdfMindfire LLC
The pandemic has altered every facet of the business, and many companies outsource to adapt to the new normal. Many businesses now want to boost their operations and profits using contemporary technology.
Outsourcing has emerged as the new business paradigm, and major companies are scrambling to take advantage of its cost-saving and growth-promoting potential. It takes time and energy to settle into the adaptation phase when a business begins outsourcing for the first time.
Is JMeter The Best Performance Testing Tool.pdfMindfire LLC
The increase in the need to assess the performance of applications, websites, and servers in alignment with a rising need to offer better customer services are the factors facilitating the growth of the load-testing software market. JMeter has a market share of approximately 25.76% considering the performance and load-testing market. The performance testing tools market around the world is predicted to increase by more than USD 3.02 billion by the end of 2030. Different benefits generated by the software include faster testing and streamlines, automatic operational testing, and several others. These are further enhancing the market need for load-testing tools.
Is Codeless Automation Testing Revolutionizing the Testing Industry.pdfMindfire LLC
Codeless automation testing has been an industry buzzword for a while, and with good reason. It is quickly becoming an indispensable tool in test automation. Automation testing validates software’s proper functioning and features before launching it into production. Automation testing uses scripted sequences executed by various testing tools. It helps reduce human errors in application testing, simplifies the testing process into a set of scripts, ensures faster checking of the system, and runs multiple tests a day.
Where Do I Hire A Dedicated Team Of Python Developers Online.pdfMindfire LLC
Python is one of the most popular coding languages used today. It was created by Guido van Rossum and released in 1991. Due to the versatility of the language, many Fortune 500 companies like Netflix and Uber work with Python. It has several uses that are beneficial to firms. Some of its benefits include creating web applications on a server, creating workflows alongside corresponding software, handling large amounts of data, and performing complex mathematics.
Primary concerns of CTOs with IT Outsourcing.pdfMindfire LLC
The document discusses the history and growth of the IT outsourcing industry. It began in the 1990s to help companies cut costs and access efficient resources. The global IT outsourcing market was worth $92.5 billion in 2019 and is expected to grow at a 4.5% CAGR through 2026. India is a leading destination for outsourced IT services, with the industry contributing around 7.7% to India's GDP currently. The document then outlines some common issues with outsourcing like selecting the right vendor, uncertainty regarding business needs and technologies, inaccurate cost estimates, security and compatibility concerns, and poor communication due to cultural differences. Solutions provided include thorough vendor assessments, clearly defining requirements and budgets,
Evolution of virtualized healthcare models.pdfMindfire LLC
New healthcare delivery alternatives were beginning to emerge before the epidemic affected practically every aspect of industry. COVID-19, on the other hand, was the trigger that accelerated those developments, pushing healthcare professionals to make the long-awaited move to a patient-centered approach.
Adopting Blockchain in Healthcare to solve complex data issues & improve cust...Mindfire LLC
Blockchain has proven to be a technological breakthrough that will aid businesses in their shift to increased efficiency and security. According to a PwC poll of 600 Executives conducted in 2018, 84 percent of respondents’ firms are actively engaging with distributed ledgers.
In healthcare, Blockchain is all about cutting away the middlemen. It’s about enhancing the security of different healthcare transactional processes while reducing bureaucracy and manual inefficiencies, boosting service quality, and decentralizing patient data.
Delivering Better Healthcare Services with Edge AI.pdfMindfire LLC
Medicine has been one of the most renowned success stories of modern science and technology. However, the MIT Technology review observes that until 2020 the pace of digital transformation in this sector has been frustratingly low owing to its risk-averse nature and spiraling costs. The mainstreaming of digital tools for enabling the treatment outcomes was emerging, but slowly.
React’s suitability to develop Geospatial solutions.pdfMindfire LLC
This document discusses the suitability of React for developing geospatial solutions. It begins by defining geospatial data as information that describes things or events with a position on Earth, along with characteristics and temporal data. Geospatial information systems (GIS) allow visualization of geospatial data by mapping it. The document then provides examples of geospatial data and advantages of using it. It discusses geospatial applications in transportation and healthcare. React is highlighted as a cutting-edge technology that easily updates user interfaces when data changes. Finally, the document summarizes that React increases productivity and stability for geospatial solutions development.
How has React become the preferred choice to.pdfMindfire LLC
Is your financial institution debating whether to hire a React JS expert and whether React is the best choice for managing your banking app? It is evident that the financial landscape has experienced a massive transformation and breakthrough during the last decade.
An SEO optimized website is best charged up.pdfMindfire LLC
React sites confront significant problems in terms of search engine optimization. One of the primary reasons is that most React developers focus on client-side supplies. At the same time, Google focuses on server-side rendering, which makes ReactJS and search engine optimization challenging. This blog will go through all of the practical techniques to creating an SEO-friendly React app.
The Continuing Relevance of Manual Testing.pdfMindfire LLC
Automation is most advantageous for regular and repeated testing, which may be very time-consuming and tiresome when done manually. However, automation cannot match a human’s intuitiveness, broad knowledge, and iterative assessment skills.
Outsourcing became an emerging trend in the late 1980s/early 1990s. In the subsequent 30 years, it became a strategic business imperative for businesses in the USA and Europe.
In the 1990s, outsourcing consisted of hardware and networking-related work. However, in the internet era of the late 90s and heavy digitalization of industries in the early 2000s, outsourcing started taking a more evident shape. Business process outsourcing, software development, and full-fledged IT function outsourcing gained rapid pace during this period. The business of outsourcing became more client-oriented and just not an internal business process anymore.
Role of AI in Chronic Care Management.pdfMindfire LLC
Effectively managing chronic diseases such as asthma, diabetes, cancer, and several others have been one of the biggest challenges for healthcare providers worldwide. According to a study, chronic diseases are responsible for 70% of deaths and about 50% of the disease burden globally. Owing to this, we will discuss how AI in chronic care management can change these numbers.
As the pandemic unleashed a global health crisis, many countries faced a shortage of healthcare professionals and medical resources. This caused several hurdles for patients with chronic conditions to get treatment at the right time. Such conditions forced chronic patients to adapt to remote and digital treatment, which is the new normal in the current world.
UPI (Unified Payments Interface) – The Game ChangerMindfire LLC
Phenomenal growth may be the exact term to describe the increased volume of digital payments in India in 2022. If you inspect the March data of the current year, it shows that this payment ecosystem grew by 216% compared to the same period in 2019. The Unified Payments Interface (UPI), an initiative of the National Payments Corporation of India (NPCI) has been a critical driver of cashless transactions since its launch in 2016. The idea behind introducing UPI was to enable fast, secure, and seamless digital payments with the Immediate Payment Service (IMPS) infrastructure.
Utilizing Machine Learning In Banking To Prevent Fraud.pdfMindfire LLC
Machine learning is useful for fraud detection in banks by examining transaction patterns and comparing them to known fraudulent activity to identify potential fraud. It uses algorithms trained on historical data to spot these patterns and predict fraudulent transactions. However, machine learning models must be constantly updated with new information as fraud patterns change over time. It can help banks prevent fraud even when unauthorized access is not attempted by flagging suspicious behavior for human review. The benefits of machine learning for fraud detection include increased speed, efficiency, and accuracy compared to traditional methods.
The critical role of QA in Medical Device Testing.pdfMindfire LLC
Digitization has brought significant advancements to the healthcare industry in recent years. This has made it easier to connect people with the most up-to-date medical gadgets and software, resulting in better healthcare services. Medical devices are essential for patient care because they have a direct impact on human lives by delivering valuable data and observations.
Due to different advancements in healthcare, medical device software continues to get increasingly sophisticated. Certain critical compliance factors, such as regulatory delays and the adoption of international standards, have an impact on the software quality of medical devices.
AI in the Retail Industry: Key to SuccessMindfire LLC
In the ever-changing and complex retail industry, businesses need to keep up with the latest technological advancements to remain competitive. That’s why retailers are now using artificial intelligence (AI) and machine learning (ML) to improve the customer experience and gain more profitability.
Disruption Set in Motion by Healthcare Consumerism.pdfMindfire LLC
Healthcare consumerism is the health industry’s shift towards a more value based care; it is a movement for a more cost effective and efficient delivery of healthcare services. It connotes the patient taking control of their health and wellness by managing all aspects of one’s healthcare landscape – including health benefits, medical insurance and retail health. In short, the goal of healthcare consumerism is to enable patients to become wholly involved in their healthcare decisions.
How IoT In Automotive Industry Is Transforming Smart CarsMindfire LLC
The Internet of Things is rapidly influencing every sphere of our lives. IoT in Automotive Industry is seeing one such rapid growth. As of 2020, an article by Deloitte cites that over 20 billion IoT devices are in use.
Overtly, the connected vehicle is the most recent embodiment of IoT technology. While automotive engineers and software developers both claim responsibility for this success, the real power behind the wheels lies with the IoT service providers.
How IoT In Automotive Industry Is Transforming Smart Cars
How to solve critical business challenges with API Testing.pdf
1. How to solve critical business
challenges with API Testing
2. Application Programming Interfaces (APIs) are sets of
functions that allow your software application to trace data
and interact with external software systems or components.
Some instances of APIs include logging into an application
using a social media profile, paying online via PayPal or
accessing local weather snippets on search engines.
What Is API Testing?
API testing is the way to verify the health of every API within
the software system. This API testing approach ensures that
all APIs’ functionality, security, reliability, and performance
stay intact.
Unlike UI testing, QA teams run API test cases without
interacting with the software product’s user interface.
Instead, QA engineers pay attention to testing the business
logic layer of the API framework.
3. Surpassing the user’s experience in testing your application,
the QA team needs to resolve many challenges in manual
testing by running API tests.
There is a need to implement custom solutions. However,
these are some common challenges everyone runs into.
Value of API in business
APIs enable businesses to :
· Connect with customers:
An effective API can give potential customers additional
reasons to interact and connect with their business on a
personal level.
· Streamline operations:
The insurance company could develop private APIs to be
used by its employees — for instance, to give accurate
information to the sales team that can help them calculate
quotes more efficiently, even if they are on the road,
through mobile apps.
4. How to Overcome Challenges in API Testing
Unlike the challenges in manual testing that occur in the user
interface, QA teams must tackle API issues in the API
framework and business logic layer.
This API testing approach often prevents IU issues before
manual testing. The dashboard shows its own set of
obstacles by executing API test cases before interacting
with your product.
Luckily, you can reduce the challenges faced in API testing
by implementing the best practices:
1. API Testing Setup
Manual testing makes sure what works and what do not.
However, automated testing is also necessary with API to
determine how well they can work under pressure. The most
challenging part of the process is to set up the testing
infrastructure and run it.
5. Solution:
To win over the testing challenges, you need to figure out
how your APIs look in the design phase to have the APIs
100% uptime.
2. Updating API Schema
Working with an ever-changing API helps facilitate demand
in today’s API economy. Although, when APIs update, the
data formatting handling requests and responses must also
be updated. Else, it can lead to a slowing down of the
whole process.
Solution:
To avoid the downtime challenges, thoroughly test the API in
alpha and beta environments. The chances of issues go
down to 90 percent if you do so.
6. 3. Sequencing API Calls
In many cases, API calls require appearing in a specific order to
work accurately. This generates a sequencing challenge for the
testing team. For instance, if a call to return a user’s profile
information goes through before the profile is even created; the
request will return an error. This becomes more complicated when
more applications are involved.
Solution:
We suggest making a flowchart to visualize the API calls. This helps
developers build API calls and integrate them quickly without
causing issues.
4. Tracking Systems Integration
It’s essential to make sure the API testing system is functioning
correctly with the data tracking system. This helps bring back
correct responses on whether a call is working correctly.
Also, it’s used to monitor API performance passively. To dodge
any challenges here, rethink your application in the design phase
or how it will integrate.
7. Solution:
Ensure you aren’t causing any applications failure by testing
in parallel with critical integration systems. This can be done
by implementing and involving load testing in your
continuous delivery.
5. Testing All Possible Parameter Request Combinations
APIs handle communication systems by forwarding data
values to parameters & transiting the parameters through
data needs. It is important to test all the essential parameter
blending in the API to check for flaws in specific
configurations.
A significant project could end up assigning two varied
values to similar limits or creating instances where numerical
values are at the pace of text values. The addition of an
extra parameter increases the no. of likely combinations
exponentially.
8. Solution:
Pick applications that are simple for everyday operations.
This way, you can see how the API is being used, plus if any
configuration modifications are required to have a GA
(general availability) release.
6. Validating Parameters by Testing Team
Validating the parameters is one of the important things, but
challenging sometimes. It must showcase how fast you are
serving those parameters. The team must be sure that every
crucial parameter data uses the appropriate string or
numerical data type fits within length limitations, an assigned
value range, and passes another validation criterion.
Solution:
It can be resolved by having continuous synthetic API
tracking and monitoring to grab the issues early on.
Furthermore, it must be combined with an APM solution to
have a complete 360-degree view.
9. 7. Allow Time for Familiarity with APIs
While most QA testers are familiar with manual testing
challenges, they may not be as versed in API testing. To your
knowledge, many peers on your QA team might not be
familiar with an API framework or even comfortable running
API test cases. A solid API testing strategy doesn’t thrive
when your team doesn’t have the skillset for testing APIs.
Solution:
Give comprehensive training that explains your APIs and the
business logic layer of your product. Review with your team
the rules dictating the usage of your APIs, right from
copyright policies, rate limits to storage policies, and display
policies.
If possible, hire QA engineers for your team having extensive
API testing knowledge and experience with the challenges
faced in API testing.
10. 8. Ensure the Framework Is Suitable for APIs
Any upgrade to your product or within the API can
drastically alter how your framework supports APIs. Also,
validating the parameters within your API framework is a
daunting task, especially when your APIs need specific
restrictions and validation criteria.
Solution:
Continuous APIs testing throughout the development cycle
also catches defects early, letting developers resolve the
issues sooner.
Regular review of the framework ensures your framework is
suitable for testing APIs. And when in doubt, ask yourself
these questions during inspection:
● Does your framework allow integrations with GUI tests?
● Will the framework supports GUI tests?
● Can the framework use API libraries and build
management tools?
11. Conclusion
API testing is an important part of application development
in the modern business environment. Letting it slide can be a
big mistake and cost you big bucks. It’s better to be careful
and alert with the system and follow a routine check-up to
make sure everything is in place.
If you are looking for custom API Testing Services, we can be
your partner of choice. Mindfire Solutions has a team of
highly skilled 650+ certified software development and
testing professionals, who have been serving global clients
for over 20+ years.
Here is an interesting project we have worked on API Testing.
Click here to know more:
Automated testing of REST API