Application Development Archives - Tech Research Online Fri, 13 Sep 2024 14:28:30 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.1 https://techresearchonline.com/wp-content/uploads/2024/05/favicon.webp Application Development Archives - Tech Research Online 32 32 Custom Cloud Solutions: E-Learning Industry https://techresearchonline.com/mindfire-solutions/custom-cloud-solutions-e-learning-industry/ Wed, 04 Sep 2024 18:00:09 +0000 https://techresearchonline.com/?p=10097 In the wake of the digital transformation accelerated by the shift to online learning, cloud-based solutions have become indispensable for the education industry.

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Custom Cloud Solutions:
E-Learning Industry

In the wake of the digital transformation accelerated by the shift to online learning, cloud-based solutions have become indispensable for the education industry. Our whitepaper examines how custom cloud solutions are reshaping e-learning, offering scalability, agility, and enhanced accessibility. 

Know more about how cloud technology is changing education by:

  • Offering tailored learning, fostering collaboration, and ensuring accessibility from anywhere.
  • Boosting scalability, reducing costs, and minimizing reliance on physical infrastructure.
  • Seamless data updates, strong security, and interactive content.
  • Using cloud tools to analyze performance and optimize educational strategies.

Download Whitepaper

Download Whitepaper

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About Mindfire Solutions

We are a 24+ years old, 650+ workforce, B2B software development and testing services company. We offer tailored solutions in web, mobile, and testing for a diverse array of tech companies, ranging from startups and SMBs to large enterprises. Till date, we have successfully delivered 2000+ projects, serving the needs of 500+ global companies that work across all major industries. Our solutions are built leveraging leading-edge frameworks and tools. 

About Mindfire Solutions

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Simplify real-time Active Directory auditing with ManageEngine ADAudit Plus https://techresearchonline.com/manageengine/simplify-real-time-active-directory-auditing-with-manageengine-adaudit-plus/ Fri, 30 Aug 2024 10:33:08 +0000 https://stgtro.unboundinfra.in/?p=7559 In an era where IT landscapes are increasingly complex and security threats are more sophisticated, conducting regular internal and external IT audits becomes essential. Learn how ManageEngine ADAudit Plus can help you keep your Active Directory (AD), Azure AD, file servers (Windows, NetApp, EMC, Synology and Hitachi), Windows servers, and Workstations secure and compliant by providing full visibility into all activities.

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Simplify real-time Active
Directory auditing with
ManageEngine ADAudit Plus

One-stop solution to meet all your AD and Windows Server auditing, security, and compliance needs!

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In an era where IT landscapes are increasingly complex and security threats are more sophisticated, conducting regular internal and external IT audits becomes essential. Learn how ManageEngine ADAudit Plus can help you keep your Active Directory (AD), Azure AD, file servers (Windows, NetApp, EMC, Synology and Hitachi), Windows servers, and Workstations secure and compliant by providing full visibility into all activities. 

From this product demo, you will understand how to:

  • Audit your Windows AD environment in real time, the easy way.
  • Identify the source of account lockouts.
  • Get real-time alerts via email whenever a configured AD change event occurs.
  • Audit every single change made to Group Policy Objects.
  • Fend off insider threats with User Behavior Analytics.
  • Monitor and report on Service Accounts in your AD environment.

Download Product demo video

Download Product demo video

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About
ManageEngine

ManageEngine is a leading provider of IT management software, offering solutions for service desk, operations management, Active Directory management, log analytics, and more. Over 180,000 organizations across 190 countries trust ManageEngine to maximize the performance of their IT infrastructure. ManageEngine is part of the Zoho Corporation, one of the world’s most prolific software companies. 

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How Platform Engineering Principles Can Elevate Developer Skills https://techresearchonline.com/andela/how-platform-engineering-principles-can-elevate-developer-skills/ Wed, 14 Aug 2024 14:08:32 +0000 https://techresearchonline.com/?p=9748 As software development becomes increasingly complex, technology leaders are turning to platform engineering to simplify workflows and empower developers.  
Our white paper, "How Platform Engineering Principles Can Elevate Developer Skills,"

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How Platform Engineering Principles
Can Elevate Developer Skills

Is Your Development Team Ready for Enhanced Efficiency?

As software development becomes increasingly complex, technology leaders are turning to platform engineering to simplify workflows and empower developers.
Our white paper, “How Platform Engineering Principles Can Elevate Developer Skills,” delves into the foundational principles of platform engineering, its impact on development efficiency, and the Team Topologies framework designed to boost productivity, adaptability, and innovation. 

This paper provides you with a deep understanding of:

  • Platform engineering principles to enhance your development processes.
  • Streamlining complex workflows for better efficiency.
  • Team topologies framework to boost productivity and innovation.
  • Fostering a supportive environment that supports developer success and collaboration.

Download the Whitepaper

Download the Whitepaper

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About Andela

Andela is a global private talent marketplace powered by the industry’s only unified platform to manage the complete tech talent lifecycle. Andela Talent Cloud provides an AI-driven platform that helps enterprises source, qualify, hire, manage, and pay global technical talent in one integrated platform. Powerful AI-matching algorithms learn from thousands of touch points in the hiring journey to pinpoint the best technologists up to 66% faster at 40% less cost than other hiring approaches.

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Continuous Application Migration https://techresearchonline.com/avesha/continuous-application-migration/ Wed, 19 Jun 2024 17:24:31 +0000 https://stgtro.unboundinfra.in/?p=8251 KubeSlice helps modernize and continuously migrate applications from a legacy (data center) Kubernetes environment to a cloud-native Kubernetes environment. This whitepaper covers the use case of KubeSlice with everything you need to know about using it.

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POC vs Prototype vs MVP In Mobile App Development https://techresearchonline.com/tapptitude/poc-vs-prototype-vs-mvp-in-mobile-app-development/ Tue, 18 Jun 2024 18:20:23 +0000 https://stgtro.unboundinfra.in/?p=7811 Do you find yourself struggling to quickly validate new ideas, gather real user feedback, and prove product-market fit before investing too many resources? In today’s rapidly evolving business landscape, the ability to swiftly bring innovative concepts to market can be the difference between success and stagnation.

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Securing Containerized Workloads On AWS EKS https://techresearchonline.com/sudo-consultants/securing-containerized-workloads-on-aws-eks/ Tue, 18 Jun 2024 15:21:38 +0000 https://stgtro.unboundinfra.in/?p=7703 As you rapidly develop and deploy containerized applications, security can often take a back seat. But maintaining a robust security posture is crucial to protect your business from costly data breaches and compliance violations. With “Securing Containerized Workloads On AWS EKS: Best Practices And Security Frameworks,” you can innovate at speed while implementing proven container security strategies.

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Smart Scaler – Gen AI Tool for Predictive Kubernetes Pod AutoScaling, Cost Optimization and Application SLA Guarantees https://techresearchonline.com/avesha/smart-scaler-gen-ai-tool-for-predictive-kubernetes-pod-autoscaling-cost-optimization-and-application-sla-guarantees/ Tue, 18 Jun 2024 09:21:41 +0000 https://stgtro.unboundinfra.in/?p=7487 In cloud-native architectures, optimizing resource utilization and ensuring efficient scaling is a drastic challenge. Smart Scaler is an innovative solution designed to dynamically scale pods within cloud-native environments based on traffic predictions and microservice pod capacity estimations.

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BLINKS Alert! New Poster of Upcoming ‘BLACKPINK X PUBG’ In-game is Out! https://techresearchonline.com/news/blackpink-x-pubg-poster/ Wed, 20 Jul 2022 10:19:08 +0000 https://techresearchonline.com/?post_type=news&p=9055 With the date of the concert inching closer, BLINKS and gaming enthusiasts can’t help but feel excited about the girls coming together and performing after a long time. For those who are unaware, BLACKPINK recently collaborated with PUBG Mobile where the quartet will be ruling the gaming platform by holding an in-game concert for their […]

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With the date of the concert inching closer, BLINKS and gaming enthusiasts can’t help but feel excited about the girls coming together and performing after a long time. For those who are unaware, BLACKPINK recently collaborated with PUBG Mobile where the quartet will be ruling the gaming platform by holding an in-game concert for their fans.

Take a look at the poster unveiled by PUBG Mobile on their official Twitter account:

The BLACKPINK X PUBG In-game Concert

The BLACKPINK X PUBG MOBILE 2022 IN-GAME CONCERT: [THE VIRTUAL] will start on July 22. To pump the excitement, PUBG Mobile’s official Twitter account recently dropped a poster for the concert, and needless to say, it looks really cool. The recent unveiling of the concert’s poster has gained a lot of attention on social media. The tweet displays a black and pink poster with the silhouette of the girls. Titled “Just two more days! Hang in there BLINKS!” it sure lives up to the hype.

Official Dates of The Concert

The ‘BLACKPINK x PUBG Mobile 2022 In-Game Concert: The Virtual’ will be available in North and South America from July 22-23 till July 29-30 and for all other regions from July 23-24, and from July 30-31.

The in-game concert will feature 3-D avatar versions of BLACKPINK members Jisoo, Jennie, Rosé, and Lisa, plus dynamic sounds and stage effects, and more. BLACKPINK also plans on revealing a special track for the first time during their first-ever in-game concert, ‘The Virtual’.

What Is Blackpink Up To?

At the in-game concert, Jisoo, Jennie, Rosé, and Lisa will perform in 3-D avatars and with dynamic audio and visual effects. Additionally, Blackpink plans to debut a new song at The Virtual. The girls will cover the North-South American leg of the tour from 22nd-23rd until 29th-30th July and the rest of the world from 23rd-24th and 30th-31st July. Previously, Blackpink announced a comeback in August. The girls are currently recording and will shoot their videos within July to release by the end of July.

Meanwhile, Jennie is making headlines with her Hollywood debut on the HBO Max television series The Idol. This new series was created by the Canadian pop star Abel Tesfaye, better known as The Weeknd. Sam Levison and Reza Fahim are co-creators. The story revolves around a self-help guru and the head of a trendy cult who has a complicated relationship with a budding pop star. In the supporting roles, Troye Sivan, Steve Zissis, and Juliebeth Gonzalez will appear, along with The Weeknd and Lily-Rose Depp.

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Trends Potential to Shape iOS App Development https://techresearchonline.com/blog/trends-to-shape-ios-app-development/ Fri, 20 May 2022 09:12:14 +0000 https://stgtro.unboundinfra.in/?post_type=blog&p=6888 Introduction Android and Apple capture the second-highest share in the mobile app market. No doubt, Android is the top gainer with 69.74% of the OS market globally. iOS is single-handedly giving a close fight to Android with just 25.49% of the OS market share in 2022. it’s a 6% increase for iOS since 2018, while […]

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Introduction

Android and Apple capture the second-highest share in the mobile app market. No doubt, Android is the top gainer with 69.74% of the OS market globally. iOS is single-handedly giving a close fight to Android with just 25.49% of the OS market share in 2022. it’s a 6% increase for iOS since 2018, while the percentage for Android has dropped significantly from 77.32% in 2018 to 69.74% in 2022.

iOS platform is growing and getting better day in and day out.

So, if you are exploring the potential of iOS app development and want to understand what trends will shape iOS app development in 2022. We have introduced the top iOS app development trends in 2022 and the technologies that will be the center points of the trend. But, begin with the basics first;

iOS App Market at Glance

According to Statista, the iOS market has grown by 6% since 2018

  • The iOS market grew up from 19.4% in 2018 to 25.49% in 2022
  • As per February, around 26 thousand apps were released through Apple App Store
  • Despite having less than 26% market share, the annual iOS app revenue accounted for $85.1 billion out $133 billion for both iOS and Android app revenue in 2021

 iOS App Development
The stats are the testimony of rising popularity of iOS development. The growth is constantly growing incessantly. Now, let’s explore the top iOS app development trends that will rule the roost in 2022.

Top iOS App Development Trends in 2022

Machine Learning & Artificial Intelligence

Machine Learning & Artificial Intelligence technologies are not new in iOS app development. We cannot imagine an iOS application without face/speech recognition, Siri, text, image classification, and search recommendations. iPhone app development companies offer iOS apps powered by AI/ML modules to have an excellent user experience. The trend will continue to rule throughout 2022 and beyond. Considering Building an iOS app based on Artificial Intelligence and Machine Learning will help you with a competitive advantage.

IoT and HomeKit

IoT devices play a significant role in making our daily lives productive and accessible. With the IoT app, users can connect all devices at home and control the devices using a single system.

Apart from smartphone applications based on the IoT, wearable devices are also expanding the use of the Internet of things. This trend is going to be more exposed in 2022, and keeping an eye on the IoT app development for iOS will help you gain a competitive edge over your competitors.

iBeacon Technology

iBeacon technology is generally an emerging Bluetooth Low Energy technology that iPhone app development companies use to enhance customers’ shopping experience. iBeacon with GPS provides accurate information, and it’s going to be the most significant advent, especially for storefront fashion and retail stores.

AR/VR Integration

ARToolkit is making headlines for its immutable transformation in the tech arena. AR is the most desired feature in iOS app development. With Augmented Reality, users can augment things using VR gadgets and visualize things in the real world. Apple has also taken many initiatives to provide an excellent user experience with the help of AR/VR technologies.

For example, the tech giant offers ARKit 3 and reality composer for developers so that it can create augmented reality experiences for users. These are trend-setting development in the mobile app development area. Interestingly, these trends are going to last longer; it’s not the trend for 2022 alone.

Apple Pay

Apple Pay is not a new trend, it has been around iOS development for a decade, but it’s one of the most favored features users love using. The technology allows iPhone users to make physical purchases, virtual purchases, pay fees online, or more with just a touch of a finger.

As far as the security of the application is concerned, it provides intact protection to users’ liability and does not store card details. This year, Apple Pay will remain in trend for many more years to come.

Cloud integrated iOS Apps

iCloud has been the talk of the town in iOS app development since its initial release in 2011. As the number of cloud users is increasing rapidly, the technology has grown up to become an indispensable utility for all Apple devices.

Users want to keep their devices clean and have ample space without losing important data, such as documents, images, and other stuff from their devices. iCloud helps them transfer the data to the cloud from their devices. When you upload data to the cloud, you can use the data across all Apple devices, such as iPhone, iPad, iMac, MacBook, etc. No doubt, you need to have the same Apple ID signed across all devices.

Cloud integrated iOS Apps

Wearables

Smart gadgets, especially wearables, have already captured a massive chunk of the modern market. Even the statistics show that Statista.com says that in the year 2022, there will be more than 1 billion wearables connected across the world! Wow! Now, that’s amazing. But, how are people benefiting by following this trend?

  1. Wearables like fitness trackers are helping people keep a tab on their physical health. There are a gazillion features included in the wearable, such as monitoring blood pressure, sleep quality, glucose level, oxygen rate, and so on. With all these functions on the wrist, people can quickly watch themselves nearing their fitness goals.
  2. Instant messaging through wearables like iWatch is empowering people to stay connected and communicate easily plus quickly. This function comes in handy when people don’t have their phones and other gadgets nearby.
  3. Wearables are also purposed to keep people productive the majority of the time. Timers, alarms, or notifications on the wearable remind you of things you shouldn’t forget. This way, you’re always keeping up with the schedule.

These are just a good few functions of smart wearables. Trust me; there is a lot to explore!

Chatbots

Chatbots are the real talk of the town in the iOS development AI world. Chatbots are actually capacitated to replace an entire team of humans in a company. A towering count of enterprises is implementing this technology in their websites and mobile apps. If you want to stay on top of iOS app development trends, add chatbots!

Here’s how they’ll benefit your business:

  1. Allows your business to save money and human resources as chatbots take care of customer services and other tasks by automating them.
  2. Provides 24/7 support to the clients, helping your business work day and night.
  3. Customer satisfaction is enhanced manifold as chatbots provide instant replies.
  4. They can help the employees focus on the crux of the business without having to worry about the ‘communication’ part.
  5. Chatbots are 100% artificial. Implying that they are unaffected by human nature, speech, or emotions.

In Conclusion

The key to successful iOS App development is opening up and adopting modern-day tools. These new-age solutions simplify the entire app development process, improve the app’s technical quality, and even enhance the overall user experience.

So, if you are looking forward to bringing your ideas to reality with iOS app development, pause right here and go for hiring a globally reputed iOS app development company. They will not only save your time and money but eventually bring efficient solutions to the table!

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Top 10 Android App Development Companies https://techresearchonline.com/blog/top-10-android-app-development-companies-in-2022/ Fri, 13 May 2022 09:25:49 +0000 https://stgtro.unboundinfra.in/?post_type=blog&p=6864 Introduction Android apps are ruling over the world of mobile apps for a decade. As per a recent study, Android has more or less than 82% of the share in the smartphone market as of now. It has been estimated that of the overall mobile users around the world, 75% of them are Android users. […]

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Introduction

Android apps are ruling over the world of mobile apps for a decade. As per a recent study, Android has more or less than 82% of the share in the smartphone market as of now. It has been estimated that of the overall mobile users around the world, 75% of them are Android users. It has fewer restrictions than others. Android apps are compatible with android phones and tablets. Apps developed by the Android app development companies are feasible and handy to use. The Android developers can create apps with great ease in contrast to the iOS developers, for the creation of the apps is quite a tricky and lengthy task.

Android App Development Companies

Android apps have totally transformed the mobile app market. It is popular because of its easy-to-use features, low development cost, and no restriction policy like in iOS. Android is open-source, which is one of its greatest benefits.
Below listed are the Android app development companies.

Android App Development

1. Retrocube

Retrocube is among the pioneers in providing android application development Services. They are having enormous experience in the field of design and development. Their diligent passionate and trained workforce is the reason behind their endless success. They assist businesses to blow out their message all across the globe in a very efficient way. Along with Android and iOS, they create apps for windows too. What makes them notable is the way they maintain a connection with their clients.

2. Intellectsoft

It is a software development company having an intellectual team of skilled workers as represented by the organization’s name. They excel in the field of custom software development. Expert in providing mobile apps for Android and iOS. It is popular among the customers because of its loyalty and honesty with the customers, dedication to the work, and utmost passion of their android app developers. They have tackled complex mobile and web app issues and provided the required solutions to their clients.

3. WillowTree

WilowTree is another app development company that is famous among people due to its high-end services. They have a skilled workforce of developers that are having proven track record in the field of app development. Their skillful team delivers full-stack development services. Their key services for which they are prevalent are app and web development, android and iOS app development, SEO, marketing, and content designing. It was founded in 2007 and has made a notable name till 2022, which is not a quite long time period but achievements do not depend on any time frame. The only requirement to achieve goals is the utmost dedication, which the willowTree already has. Their notable clients are PepsiCo, FOX, HBO, and Johnson & Johnson.

4. Dom & Tom

It is an end-to-end digital solution provider having extensive experience in the field of development and designing. They have a proven track record of providing high-end digital services, especially to Android app development companies. With the assistance of its diligent workforce, it has initiated over 500+ web projects and around 120 native mobile apps. They are located in New York and Chicago. Their core services are UI and UX designing, web and app development, digital marketing, DevOps, QA & deployment, hosting services, and client relationship management. These are the primary areas where they excel and have successfully provided exceptionally great services.

5. Droids& Roids

These software development companies are the best and on-time solution providers. It can be the best choice for those who want long-term solutions to their digital problems. Many companies rely on this digital software agency for its exceptional Android app development services. They are specialists in the field of mobile app development for Android iOS and Flutter. Their key services also include web app development and graphic design, especially product designing. They have assisted so many popular companies including Honey Bee and Giphy.

6. Fueled

Fueled is listed among the top 10 Android app development companies for so many notable reasons. First of all, it has made a great name in a very short span of time. It was launched in 2008 and now it is ranking among the top companies in the field of Android application development. The meticulous workforce of Fueled always emphasizes the requirements of their clients. First, they analyze the wants and needs of their clients then they plan their strategies accordingly. Because of this, they are successful in providing 100% satisfaction to their clients. Verizon, QuizUp, and Summit series are the notable names in their client list to whom they have successfully provided great services.

7. Konstant Infosolutions

It is another software development company having a meticulous workforce of around 190+ highly skilled professionals who have provided the best-proven services to the clients like United Nations, Wonder cement, NASSCOM, and Thomas Ville. It is one of the leading software development companies serving since 2003. Its goal is to provide high-end professional digital services to clients. This company is endlessly expanding its business. Their best services are UI/UX designing, E-Commerce, and web and app development (custom). Their clients praised them on various review platforms for their on-time response and active engagement with the customers.

8. Fuzz

It is a top-notch digital solution provider. The company is having extensive experience in the field of mobile and web app development and designing. They have proven expertise in the iOS and Android app markets. It has successfully delivered mobile apps for almost every platform such as Android and iOS, and for the devices like iPad and iMac. Their framework includes cross-platform approaches. They are experts in delivering a great user experience in the apps. The Android app developers in Fuzz are well aware of the current industry trends so they. perform and build apps accordingly. With the client brief, they amalgamate their own taste too which comes out as a result of the exceptionally great product.

9. TechAhead

It is notable because of its captivating design services, and the energetic engaging websites and mobile app development. They have worked on critical projects and have successfully delivered those on time. Clients vouch for them because of the provision of their exceptionally great services with perfection and detail. The core services they provide include mobile consultation, mobile app development, and web app development. Their team focuses on providing the best quality services within a very short span of time.

10. Softeq

Softeq has a great name in the field of design and development. They provide an exceptionally great workforce to their clients in order to assist them in their exclusive projects. It is having a meticulous team of industry professionals who are great at providing on-time digital solutions. The company has a prominent name because it has assisted so many notable companies throughout their career and is endlessly serving. Companies like Microsoft, Nike, Walt Disney, Intel, Epson, Verizon, and a few more are prominent clients to whom they have successfully provided IT services.

Wrapping it up

Now you know the top 10 Android app development companies so must keep them in your mind when you need to hire any Android development company, go through these companies’ profiles and choose according to your budget, project needs, and requirements. Additionally, if you are looking to hire developers, you can also explore various platforms and resources available for hiring skilled developers. These platforms provide access to a pool of talented developers who specialize in Android app development. Furthermore, you can take assistance from the top-rated freelancers too, this might be more cost-effective because companies usually charge higher than freelancers.

Mobile app development has quickly increased with the arrival of the Google play store and Apple app store. It has turned out to be a must-have for businesses, especially for those who are offering services exceptional. Whenever any entrepreneur initiates any business, at first, he develops his own business’s website and after its successful completion moves towards the app development.

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What Is GitHub Copilot? A New AI System https://techresearchonline.com/blog/what-is-github-copilot-a-new-ai-system/ Tue, 31 Aug 2021 11:53:26 +0000 https://stgtro.unboundinfra.in/?post_type=blog&p=7136 Introduction Last year, the release of GPT-3 by OpenAI took people by surprise. The system has an amazing ability to generate code from natural language prompts.    This brand-new AI tool was received with an equal amount of excitement and worry. But GPT-3 stool nowhere close to being a great programmer. While its notable feat was that it […]

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Introduction

Last year, the release of GPT-3 by OpenAI took people by surprise. The system has an amazing ability to generate code from natural language prompts.   

This brand-new AI tool was received with an equal amount of excitement and worry. But GPT-3 stool nowhere close to being a great programmer. While its notable feat was that it could understand an English text and transform it into code, but the hard truth was that it performed mediocrely.  

This is where the story gets interesting- Soon after, Microsoft saw potential in GPT-3’s coding abilities. And soon enough, the software giant backed OpenAI to start developing another language model; a programmer AI. The new model would trade off the general language skills of GPT-3 for its coding abilities.   

This “descendent of GPT-3,” is called OpenAI Codex which became the AI breakthrough in the field: GitHub Copilot.  

Recently, OpenAI, Microsoft, and GitHub launched GitHub Copilot, an AI tool to help developers write code. The tool has opened the door to radical changes in the software industry.   

However, the program is still new and is not available to everyone yet. Github Copilot will eventually improve as it ingests more data as with most AI applications 

If you are one of the many developers who are wondering, what is it exactly? Or what kind of support does it offer coders? Your search for answers is over!  

In this blog, we are going to cover everything about Github Copilot.    

Q1. What Is GitHub Copilot?  

As you already know, GitHub Copilot is an AI-powered tool that aims to make coding simpler, faster for developers. The tool works by auto-filling code, speeding up the manual processes, and highlights potential errors that coders naturally do.   

But its functioning doesn’t end there, the tool also suggests lines of code to autofill which include, adding basic functions. Backed by the OpenAI Codex, the tool is more adaptable and powerful than other similar tools including Kite and Tabnine.   

GitHub Copilot

Q2. How Does Github Copilot Work?

All the developers out there will agree with me on this: no matter how much time and experience you have with a language, there are certain tasks in programming that will be difficult and tedious.  

This case becomes especially true when we talk about certain languages such as Python, JavaScript, Ruby, and others. These are very complex languages and more often than not there is a possibility that a lot of different things can go. This means that even a small mistake can have huge ramifications.  

As the name suggests, It is a copilot for fixing and improving codes. It is powered by an AI tool that has been trained with public source codes. These codes belong to a bevy of languages, including JavaScript, Go, Python, TypeScript, Ruby, and others.   

What’s more?   

Github Copilot is an intelligent and learning AI system which means that it will automatically become familiar with your style of writing codes over time. It will complement your processes and creativity.  

The system will take your private code to analyzes and compares it with the OpenAI codex model and public codes on the internet. Then and then only, it will provide editing suggestions, context, and improved flags.   

Ultimately, this will make your private code better, stronger, and more workable. Besides, the system understands human languages, meaning it can easily adapt to your coding processes and other habits.  

Q3. Who is GitHub Copilot for?  

Well, even though the system has only a few testers out, we can only tell you that the tool doesn’t exactly have a place in the field of development till now.   

However, as the system becomes more widespread and is more openly available, it will soon be an excellent resource for programmers who are inexperienced and learning to code.   

Furthermore, it is a great tool for those who want to learn a new language or work with some new frameworks. The system facilitates the process and makes it easier to spot missing content.  

its launch is exciting as, in the coming years, it will help with advanced programming and development. However, the system relies on the human element, still.   

Q4. Can GitHub Copilot Replace Programmers?  

No, not anytime soon. With the release of every AI-powered technology, this question often arises. Let’s give you more insights on the situation: during tests using Python functions, the Github Copilot model made 43% correct suggestions on its first try. After 10 attempts, it still made 57% right suggestions.   

Even though the tool got smarter all the time, these numbers are not ideal as a standalone platform. If we take a closer look, we can easily see that the Copilot still relies on the developer, to review suggestions and change the codes.  

We all understand that this feat is an important one and in the coming years, the tools will become much more advanced and capable. Eventually, it may even replace developers, but if that is still years or many be decades away from happening.   

Take the example of the content writing and copywriting space, though the same kinds of things are happening AI has yet to replace capable writers.  

Today, this program relies not only on public sourced codes but also on your input. This means that It’s not actively creating code or software solutions on its own. To sum it up, the tool analyzes the tasks that you are performing and how you are performing them to provide an intelligent recommendation.  

Q5. Does GitHub Copilot Write Perfect Code?  

No. GitHub Copilot tries to understand generates code by trying to judge your intent, but the suggested code may not always work. The codes suggested by Copilot should be carefully reviewed and tested like any other code by the developer.  

Q6. What Context does GitHub Copilot use to Generate Suggestions?  

GitHub Copilot uses the file that you are currently working on as context to make suggestions. For instance, it copy/pasts a type declaration into the file may improve suggestions from GitHub Copilot.   

GitHub Copilot Support

Q7. What Else Should Developers Know about Github Copilot?  

Firstly, Github Copilot does not produce perfect code as it takes most of its suggestions from outdated functions, human-written content that may have bugs, and other similar sources within the suggested content.  

“GitHub Copilot tries to understand your intent and to generate the best code it can, but the code it suggests may not always work, or even make sense. While we are working hard to make GitHub Copilot better, code suggested by it should be carefully tested, reviewed, and vetted, like any other code. As the developer, you are always in charge.”  

GitHub’s FAQ Section  

“GitHub Copilot doesn’t test the code it suggests, so the code may not even compile or run. it can only hold a very limited context, so even single source files longer than a few hundred lines are clipped, and only the immediately preceding context is used. And this program may suggest old or deprecated uses of libraries and languages.”  

Moreover, there are copyright infringement concerns along with intellectual property rights issues. There are also many legal ramifications that are questionable that are raised by developers on a Hacker News thread.   

Now, it’s the responsibility of the developer to review amended code, to protect code in case it is accidentally used somewhere else. This might create more work in the longer run. Of course, you don’t want sneaking stuff happening in your projects.  

While we are not here to debate on these concerns, however, we feel it is an obligation to point them out to our readers. 

1. What languages does GitHub Copilot Support?

GitHub Copilot works with a broad spectrum of languages, but the technical preview does especially well for Python, JavaScript, TypeScript, Ruby, and Go.

2. How do I get the Most out of GitHub Copilot?

To get the most out of Copilot, divide your code into small functions, use names for functions parameters, and write good docstrings. It will also be helpful to add comments as you go. This is especially helpful when you are navigating unfamiliar libraries or frameworks.

3. How can I Contribute to GitHub Copilot?

If you want to contribute to GitHub Copilot: Sign up for the technical preview and share your feedback. By doing this, you will help improve the models that power GitHub Copilot.

4. What is GitHub Copilot Pricing?

Currently, there is no pricing available as the product is under technical preview. In the future, if the technical preview succeeds, the company will build a commercial version of GitHub Copilot.

5. Is GitHub Copilot Available?

Yes, it is available for technical preview, you can follow the link: https://copilot.github.com/.

The post What Is GitHub Copilot? A New AI System appeared first on Tech Research Online.

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10 Amazing AI-Driven Tools to Innovate Your Software Development Process https://techresearchonline.com/blog/10-amazing-ai-driven-tools-to-innovate-your-software-development-process/ Fri, 16 Oct 2020 17:59:03 +0000 https://stgtro.unboundinfra.in/?post_type=blog&p=7114 Introduction Believe it or not we are using Artificial intelligence and machine learning technologies in our day-to-day life one way or another. The best example is our smartphones. If you are wondering how?. Ever heard of SIRI or ALEXA or Google Assistant? Probably Yes, that’s it then, you got it. They are all AI-driven and […]

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Introduction

Believe it or not we are using Artificial intelligence and machine learning technologies in our day-to-day life one way or another. The best example is our smartphones. If you are wondering how?. Ever heard of SIRI or ALEXA or Google Assistant? Probably Yes, that’s it then, you got it. They are all AI-driven and there is no point in clarifying how they are being useful to us in our daily routine. But that’s just a trailer, the application of AI and Machine Learning in several industrial sectors is remarkable. And the IT industry isn’t lagging.

How Software Development Companies Use AI-driven Tools?

Developing software is a very complex process because ideation, product definition, strategic designing, coding, quality assessment, and testing are not easy. Also, the ever-changing marketing trends and increasing desire for a better user experience are making it even tougher. Humans have limitations, and getting distracted, and tired out from work is ubiquitous. Which means there is no guarantee of constant productivity.

So, to take the Custom software development process to a whole another level, large enterprises have started using artificial intelligence and machine learning technologies. Although the technology is still budding and the full implication of them isn’t possible, companies use such technologies through some specifically designed tools to pave the way.

Started by large enterprises on test bases, artificial intelligence, and machine learning tools are now applied industry-wide to get better productivity, efficiency, and work accuracy with no errors. To date, various tools are developed and used. Every tool has a specific purpose like data analysis, trend predictions, delivery estimation, requirements gathering, designing, compiling codes, intelligent testing, bug fixing, programming assistance, enhance decision-making, and so forth.

AI Tool for Software Development

So, without any more delay, let us dive into the exciting details of some of the best and most reliable AI-driven tools that are delivering ground-breaking results.

Tool 1. Google ML Kit

Google experts have built this machine learning tool for mobile app developers to create custom features for Android and IOS mobiles. As this technology is specially optimized for mobiles only, it is very easy to use. Google ML Kit comes with a diverse range of vision APIs such as barcode scanning, face detection, tracking and detecting objects, link building, image labeling, text recognition, pose detection, and many more.

Tool 2. Infosys NIA

Infosys NIA is an AI-driven tool built in 2017 by an India-based software development company named Infosys. With the help of this tool, software development companies can enable their clients to gather all kinds of organizational data from the business processes, technical and legal systems, records, individuals and store them into a self-learning database that is used to design further business strategies. The purpose of its development is to forecast market trends, sales, revenue generation, analyze customer behavior, and so on. Infosys NIA has enabled companies to manage their processes while efficiently serving their customers.

Tool 3. IBM Watson

Want to gain a competitive advantage with an intelligent business process? If your answer is yes then, IBM Watson is the perfect pick for it. Software development companies use this AI tool to empower your business-process and get the benefits of accelerated R&D, enriched interactions, scaling the technologies and expertise, anticipating market trends, risk mitigation, and so on. This Artificial intelligence technology has enabled business teams to focus on their high priority creative tasks.

Tool 4. Tensorflow

This open-sourced math tool allows software development companies to design, develop, deploy, and experiment with counterfeit systems with high-volume data. Tensorflow is an AI-driven multi-layer computational tool that can do some deep learning calculation for research and production purposes. With additional advantages like robust machine learning, easy prototyping, powerful experimentation, and being able to operate on any device, CPUs, and GPUs, it also has a disadvantage of having a longer learning curve.

 software development

Tool 5. Accord.NET

It is an AI-driven framework that consists of machine learning technology to integrate the libraries with C# language. End-users have a wide range of choice because of its multiple layers. It is being used in software development services for its powerful features such as self-learning algorithms, signal processing, scientific computing, pattern recognition, computer vision, and so forth.

Tool 6. H2O

H2O is an AI-driven tool written in many programming languages like JAVA, Python, R, etc. It is developed to build mobile applications for machine learning, data analysis, risk analysis, customer intelligence, and predictive analysis. It is a cloud-based and Apache Hadoop supported database. Businesses could grow by deriving insights from the datasets of H2O.

Tool 7. Mxnet

MxNet can render the software development company with an ecosystem that enables them to explore various tools and technologies to support the development process. Apart from being integrated into eight languages like scala, Julia, Clojure, C++, R, Java, and Pearl, it has an additional benefit of being scalable for training, research, production, and performance optimization. The MxNet tools and libraries can be extended to computer vision, NLP, and others.

Tool 8. Deeplearning4J

Being a machine learning technological tool written in Java and Scala language, DeepLearning4J is used in software development services for rapid prototyping. While built to fit in the micro-infrastructure, it could also run across the business system with distributed CPUs and GPUs. This AI-enabled tool supports AWS, Python, ScalaAPIs, Hadoop, and Java and offers a special toolkit for DevOps, data scientists, and data engineers.

machine learning technology

Tool 9. Google Assistant

Yes, it is one of the most common AI-driven tools and every smartphone in the world has it. This tool may seem common but it can support various languages of the world, Google Assistant can browse any detail at your command, set reminders, have a two-way conversation, schedule your meetings, and so forth. In short, this tool can be used to enhance the efficiency and productivity of the business team involved in the rendering of software development services.

Tool 10. Cortana

Cortana is a virtual assistant developed by Microsoft. Though it has many similarities with Google Assistant like supporting many languages, setting reminders, having conversations and all but the voice recognition feature is much more powerful. And the main advantages are that it can perform some specific human tasks too. So the software developers are using such virtual assistants to cope up with their daily less-productive tasks.

Conclusion

Artificial intelligence and machine learning technologies are the results of coding and now, these same technologies are armed in powerful tools helping to make, compile, and strategize new codes. And we are seeing the results, AI and machine learning techniques which are currently practiced in the industry enable a software development service provider to deliver a high-end product that enhances organizational efficiency, increases work productivity, and ultimately delivers outstanding results.

It won’t be too much to say that shortly, we might get a chance to see some more powerful tools because software development companies nowadays are investing more and more in R&D of such fields. But for now, these tools are

working wonders in the software development industry and changing people’s lives for the better. What’s your opinion about it? Feel free to share right here in the comment section below.

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