How Artificial Intelligence Will Reshape Software Development
February 28, 2022
6 min read
Software is at the foundation of all the technological advancements that we see in our daily lives. Software development technologies have witnessed a huge transformation over the last few years. For instance, Amazon’s drone delivery achievements or Snapshot offering augmented reality for their users, the software solutions are backed for every development.
Artificial Intelligence (AI) applications are visible in Amazon’s Alexa, Google Photos, and autonomous cars such as those made by Tesla. Since these applications are common these days, there is speculation regarding how AI will impact software development and how AI will change the jobs of software developers and testers.
Today, startups and enterprises have adopted almost every emerging technology in their software development, and AI is no exception. The impact of Artificial Intelligence on software development changes how startups and enterprises run business and make software smarter. AI tools like Machine Learning (ML) techniques are being used to accelerate the traditional software development lifecycle (SDLC) and also provide a completely new paradigm for software development.
A report by Forrester suggests that the developers feel confident that AI in software development will improve their process by automating-testing, agile test automation, and the way RPA bots function with the support of the software. In short, AI tools aim to make software development more efficient, faster, easier, and reliable.
Artificial Intelligence and Machine Learning in Software Development
As Machine Learning is gaining more capabilities, it is exciting to consider that AI is progressing to other sectors. AI in software development seeks to enable developers and testers to be more efficient in their programming. AI also aims to help software developers in making quicker progress in their development process. Software developers will benefit from a wide range of ML capabilities that weren’t accessible to them in the past and are now enabling them to develop more dynamic software programs.
Artificial Intelligence is already effectively assisting developers at every stage of the software development process. AI is revolutionizing the way developers work, resulting in significant productivity, and increases in quality. With AI, software development will not only get better but also undergo huge changes – from project planning to quality testing and the user experience.
AI capabilities enable developers to program more reliable and advanced software using various ML models. These models are also useful in monitoring and understanding how data flows in their software program. The best part of AI in software development is that it provides data-driven logical solutions for resolving an issue. Software developers can rely on the results provided by AI to adjust parts of certain code until the software produces the expected output.
Understanding the fact that AI will shape the future of software development; most businesses today are showing interest in AI. Almost 80% of companies are smartly investing in AI. Nearly 47% of digitally advanced large enterprises have defined AI strategy. Furthermore, global AI software revenue is forecast to reach $62.5 billion in 2022, an increase of 21.3% from 2021, according to Gartner. If you want to adopt this strategy, then you should understand the role of AI in software development and analyze what has changed.
How Artificial Intelligence and Machine Learning are Transforming Software Development
AI applications prove to be good at increasing efficiency and productivity in software development. Programmers are adopting these emerging technologies as they understand how beneficial they are. AI and ML capabilities are helping developers to identify and fix bugs in their programs as well as cloud-based IDEs, intelligent coding platforms, and the convenience of carrying out deployment control. Here are some ways AI can power software development and deployment processes by automating various cognitive and physical tasks.
Artificial Intelligence is Reshaping the Roles of Software Developers
The role of software developers is already evolving, and within the next decade, it may look a lot different than it does today. However, it is important to understand and remember that the technology isn’t likely to replace developers anytime soon. We are a few years away from the idea where AI begins to be able to write code on its own.
Software developers are more likely to execute different sets of tasks and establish skills that allow them to collaborate effectively with AI on the work. AI stands to take on simple and repetitive tasks so that developers get more time on solving complex problems. As a result, there will be much demand for skilled developers in the future. This will enhance and improve the process of software development rather than replace it.
AI will also be likely to identify gaps in existing software technologies and also help enterprises or businesses in predicting future software changes and updates. The combination of AI and software development will likely create even more requirements for developers in the future and both will likely grow together.
Benefits of Artificial Intelligence in Software Development
AI in software development is becoming increasingly critical to the quality assurance process. Implementing AI in software development makes the entire process of software design and development cheaper, faster, and less buggy. AI development tools are making the jobs of testers, coders, analysts, and programmers more productive and efficient. AI is empowering developers to create high-quality apps in a shorter time and for less expense. To dig in further, there are a few advantages that AI brings to software development.
Automated Code Security and Vulnerability Assessment
Security is an important feature that must be considered throughout software development. In this regard, AI can help companies to study data and use machine learning algorithms to identify suspicious behavior from typical behavior. Furthermore, AI can also avoid delayed warnings, incorrect notifications in the development process.
Machine Learning has some positive effects on software development. ML aids in increasing the efficiency in the development paradigm where developers frequently upgrade apps to newer versions. AI can protect developers from errors while executing software upgrades and lessen development failure.
Furthermore, machine learning algorithms will enable the program or app to learn specific users’ behavior patterns. This helps in improving the functionality of the app when combined with user feedback.
Fully-Automated AI Code Review and Optimization
AI will become a tool that developers use to gain new knowledge, optimize procedures and produce better code rather than replacing them. AI-enabled coding apps will be one of the major developments in the future. AI will incorporate “autocomplete” into the software development that enhances speed and accuracy during the coding process.
Also Read: How is Artificial Intelligence a threat for the Future?
Another significant solution is an AI-powered mentorship program that enables new developers to create applications in real-time. Furthermore, AI will democratize software developers to concentrate their efforts on solving bigger problems, design, and other creative ideas that will maximize the value they can give to the company.
Provides Accurate Deadlines
Software development often exceeds the predetermined budget and deadlines. AI and machine learning algorithms provide accurate estimates from previous projects data. These projects can include feature descriptions, user stories, and estimations to anticipate work and funds.
A simple and clean code is important for the long-term maintenance of software. AI can help companies to upgrade their software to the latest technology without large-scale restructuring codes.
Artificial Intelligence Powered Tools for Software Development
Many software development companies use several tools to create AI-based software. It helps streamline the development process. When you hire a software developer, ensure that they are knowledgeable of these tools:
Google ML Kit is for mobile apps and optimization. It is easy to use and the powerful package helps developers to customize models according to the project’s specifications.
TensorFlow is an open-source platform that helps developers deploy ML-enabled applications. It helps developers with comprehensive tools, libraries, and resourceful communities for faster development.
MxNet is a tool for deep learning and has a rich ecosystem of tools and libraries. It’s an open-source framework that can be suitable for both beginners and professional developers. It offers training and integrates with other languages like C++, Python, and others.
The Future of Software Development
Artificial Intelligence and machine learning use several techniques to build better software. AI is the future of software development, as recurring and common tasks are now done by AI and machine learning. Programmers will just develop new skills and focus on more relevant tasks.
AI has the potential to help developers quickly develop new, clean, creative code that can be swiftly evaluated and modified for an ultra-high-quality user experience. Software testing with artificial intelligence and machine learning has the potential to quickly and efficiently catch all the bugs and fix them before deployment.
It’s true, AI provides benefits, but there are a few limitations. For instance, the inability of humans to fully comprehend complex systems work leads to a greater challenge in developing an integrated platform without algorithmic biases. There is no possibility of replacing human involvement in the software development process.
At Day One Technologies, we have highly qualified software developers, with AI expertise capable of developing feature-packed and intelligent software solutions. So, what are you waiting for? Own a software application using AI-based deployment now. Schedule your appointment and talk to us.
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