Artificial intelligence dominates the media. Especially ChatGPT is represented in the headlines. That’s understandable because, after all, AI is likely to have a lasting impact on the world. While some people are afraid of it, others are more optimistic about technological progress.
Neither panic nor too much relaxedness makes sense: Those who can, use the time to inform themselves about the new possibilities and familiarize themselves with them. This also applies to software developers, because the competition never sleeps. In this article, we will introduce you to ten AI software tools for developers.
The Development Of AI In The Last Months
Artificial intelligence (AI) has long been a popular topic in the media. Among other things, science fiction films in which AI played a leading role, for example in the Matrix trilogy, have ensured this. But only now has the time come when development seems to have progressed so far that AI could actually be used on a large scale, for example in software development tools. This is also shown by initial forecasts, which are at least hopeful.
According to a study, the German economy will grow by eleven percent by 2030 through the use of artificial intelligence alone. The USA and China will benefit even more. AI could even help in the treatment of certain types of cancer in the foreseeable future. Also extreme weather events will soon be more predictable with the help of artificial intelligence.
The Debate About AI and Job Losses
However, there are also worrying views on the subject. For example, many people fear significant job losses. Elsewhere, there is talk that actually more jobs are likely to be created. We dare not make any predictions. But it is already clear that AI will drastically change the world of work. In particular, software developers and other IT specialists such as web developers or Python developers will feel the effects.
Status Quo of AI
But where are we actually right now in AI development? Spectacular was the release of OpenAI’s AI textbot ChatGPT a few months ago. The tool can be fed with questions like Google. However, it does not spit out a list of links, but answers the question in text form.
In addition to question-answer constellations, ChatGPT is also capable of programming software or writing poetry, among other things. You can also chat with the AI if time permits and the program doesn’t crash.
However, ChatGPT is not perfect. The tool creates legible texts, but the content is often wrong. The „Standard“ even calls ChatGPT a “dumb nut” for its defectiveness. However, the current version has just been released. After all, artificial intelligence is characterized by the fact that it is capable of learning and constantly evolving. The fact that Microsoft has bought into OpenAI also shows that we can be excited. We can therefore look forward to seeing how the program develops over the next ten years. It is quite conceivable that it will compete with a platform like Google or even displace it.
Similar programs appeared almost at the same time as ChatGPT, because many companies like Bing want to share in the expected success. For example, Google Bard, almost Google’s “own ChatGPT”, proves to be interesting. For a short time, there were even rumors that Google would integrate the chatbot into its web search. However, that does not seem to be happening now. But the next step into the future is only postponed. Things are likely to be very turbulent behind the scenes.
ChatGPT Updates
At OpenAI, the introduction of Generative Pre-trained Transformers (GPTs) has heralded a new era in the world of Artificial Intelligence. These advanced algorithms, known for their ability to generate human-like text, have significantly expanded the boundaries of what is possible in automated text creation. GPTs, particularly the latest version ChatGPT, can handle complex tasks such as writing articles, answering questions, and even programming. They offer unparalleled versatility and adaptability.
In parallel, OpenAI has also made impressive progress in developing voice assistants. These assistants use advanced AI algorithms to enable natural language interactions, making them an ideal tool for a variety of applications – from assisting with everyday tasks to integration into complex corporate systems.
Another milestone at OpenAI is the ability to upload and process photos and other media content. This feature significantly extends the application possibilities of AI, as it allows users to include visual content in their queries. This opens up new horizons in image analysis and editing, ranging from simple image recognition to the creation of artistic works.
Competition in the World of AI
Similar programs appeared almost at the same time as ChatGPT, because many companies like Bing want to share in the expected success. For example, Google Bard, almost Google’s “own ChatGPT”, proves to be interesting. For a short time, there were even rumors that Google would integrate the chatbot into its web search. However, that does not seem to be happening now. But the next step into the future is only postponed. Things are likely to be very turbulent behind the scenes.
KEY POINTS
- According to a study, the German economy will grow by eleven percent by 2030 through the use of artificial intelligence alone.
- Spectacular was the release of the AI text bot ChatGPT by OpenAI a few months ago.
- AI tools have catapulted us straight into the future as they work in numerous areas by simplifying processes.
- Although AI is so powerful, it is useless without humans.
Challenges for Software Developers
Programmers and developers face various challenges when writing code.
Syntax and Language Complexity
Mastering the complex syntax and structure of different programming languages is a challenge, especially for beginners.
Errors and Bugs
Identifying and correcting errors is an essential, but often time-consuming and mentally demanding part of the development process.
Code Efficiency and Performance
The development of efficient, optimised and high-performance code requires a deep understanding of algorithmic complexity, memory management and resource utilisation.
Compatibility and Integration
The seamless integration of different components, libraries and APIs can pose challenges in terms of compatibility and data management.
Scalability and Maintainability
The scalability and maintainability of code in growing projects requires strategic design and adherence to best practices.
Keeping Pace With Technological Advancements
The technology landscape is constantly evolving, with new frameworks, languages and tools emerging on a regular basis. Continuous learning and adaptation are ongoing challenges for developers on their career path.
The Best AI Programming Software
Freelancers and companies that work with software development tools will be particularly exposed to AI software. Already, one or the other office is likely to make the switch. But which programs are worthwhile for the industry? ElevateX knows the five most exciting tools that fit the software development bill:
- Text-based AI: Generates human-like texts.
- Versatile applications: Writing articles, generating code, conducting conversations.
- Continuous learning: Improves with user feedback.
ChatGPT, developed by OpenAI, generates texts that are hardly distinguishable from human writing styles and finds versatile application in the creation of articles, code generation, and conducting conversations. Through continuous learning and adaptation based on user feedback, the accuracy and relevance of the outputs are steadily improved.
Since our last introduction, ChatGPT has shown widespread impact in various industries, especially in education and the writing profession. In software development, it has proved to be particularly valuable by generating program code in languages such as Java or Python. This significantly reduces the time spent by developers, as the need to write every piece of code themselves is eliminated.
Although earlier versions of ChatGPT had a higher error rate, improvements in technology have led to more reliable generated code. However, reviewing and, if necessary, correcting the code remains essential to ensure that it meets requirements. The ability to interpret precise instructions has also improved, meaning that clearly formulated commands lead to better results.
For software developers, ChatGPT offers not only support in writing code. It can also be used for testing, debugging, and optimizing program code. For beginners in software development, ChatGPT serves as a virtual teacher, assisting in understanding and learning programming languages. Should there be any questions or uncertainties regarding a code, ChatGPT can provide clear and understandable explanations.
- Code Assistant: Generates and optimizes code.
- Integration in development environments: Direct support during coding.
- Learning ability: Adapts to the user’s coding style
Another AI software that software developers should keep in mind is GitHub CoPilot. Like ChatGPT, the program helps with coding. It not only creates new code, but also adds to existing code. For example, if a declaration exists, CoPilot can build on it.
However, CoPilot from GitHub has decisive disadvantages: If you rely on AI help from the start, you forgot valuable practice situations. Professors in IT subjects also notice this, because students naturally know about the possibilities of AI software in everyday university life.
- Code autocompletion: Speeds up the writing process.
- Support for many programming languages.
- Integrates into common IDEs.
Kite also made it easier to write code. In the process, the tool was based on artificial intelligence. However, the founder of the startup, Adam Smith, announced in November 2022 that they no longer work on the project.
If you want to take a closer look at Kite, you can view large parts of the code used on GitHub and perhaps get inspired for your own project.
- Code completion: Supports various programming languages.
- AI-based predictions: Improves code quality.
- Easy integration into development environments.
The AI software Tabnine promises you to be able to program even faster. The AI assistant for software developers should help you to become an even better programmer. You can complete code in your own editor or simply get a suggestion for the next code section. In terms of completions, there are options to choose whole lines or whole functions.
What we like most about Tabnine is that, unlike ChatGPT, the tool learns from you and not from the general public. This is useful in that the AI code still bears your signature. It is also practical that you can use Tabnine on your own PC or in the cloud.
- Transcription: Converts speech into text.
- Collaboration: Share and edit transcripts.
- Intelligent summaries and keywords.
The last AI software for software developers that we would like to introduce to you in this post is OtterPilot from Otter.ai. The tool is the only one in the list that doesn’t help you with coding. Its strengths lie rather in the support around your meetings. The OtterPilot writes notes for you, creates summaries or records an audio file for you. This way you can make each of your meetings more effective and save a lot of time.
- Code recommendations: Based on AWS best practices.
- Integration in IDEs: Easy access during development.
- Supports common programming languages.
Another notable AI software for software developers is Amazon Code Whisperer, a tool that enhances developers’ coding speed and accuracy. It offers code suggestions, function completions, and documentation generation. Particularly noteworthy is its ability to perform security checks, which helps to identify security concerns early on. It supports various programming languages and can be integrated into common IDEs. The versatility of CodeWhisperer makes it a valuable tool for developers seeking a comprehensive and efficient coding experience.
- Cloud-based development environment.
- Supports numerous programming languages.
- Collaborative coding and hosting.
Replit enhances the coding process with advanced inline suggestions, error detection, and correction. A distinctive feature is its interactive learning environment, which enables developers to program more efficiently while deepening their understanding. Replit supports developers not only in coding but also in learning and understanding code through explanatory comments, leading to more productive and higher-quality coding.
- Instant code solutions: Provides quick answers to programming questions.
- Broad language support.
- Integration into development environments.
AskCodi is an AI-based programming assistant that simplifies the coding process through intelligent support. It generates code in various languages, answers programming questions in natural language, and offers code suggestions, saving time and avoiding errors. The integration into various IDEs makes AskCodi a user-friendly tool that can be used directly in the familiar development environment.
- Code review: Checks code quality and security.
- Automated code reviews.
- Coding guidelines and standards.
Codiga elevates the coding experience to a new level with intelligent support, auto-completion, and code optimizations. It provides static code analysis, error detection and correction, and support for code refactoring, which improves the readability and maintainability of the code. Codiga supports a wide range of programming languages and platforms, making it a versatile tool for developers who want to program more efficiently and effectively.
- Personalized code assistant.
- Supports various programming languages.
- Intelligent code suggestions and optimizations.
CodiumAI is an AI tool that enhances the coding process through accurate code suggestions and automated test generation. It provides detailed explanations of the code, making it easier for developers to understand. CodiumAI’s “Behavior’s Coverage” feature enables the generation of test cases that cover all possible code behaviors. With support for various programming languages and IDEs, CodiumAI is a comprehensive tool for developers seeking in-depth and efficient support in the coding process.
Features of AI Software Tools
AI tools have catapulted us straight into the future as they work in numerous areas by simplifying processes. The capabilities of new types of AI software include writing texts, creating program code and assisting in everyday life. Want to learn more about artificial intelligence, read our AI glossary or listen to our podcast episode on AI.
Generative Pre-trained Transformers (GPTs) at ChatGPT
ChatGPT uses GPTs to generate human-like texts. It can be used for a variety of tasks, such as writing articles, answering questions or programming.
Code Suggestions and Completion With Tools Such as Amazon Codewhisperer and Codiga
These tools offer functions such as code suggestions, function additions and automated documentation generation that help developers to code more efficiently and accurately.
Interactive Learning Environments at Replit
Replit offers an advanced inline suggestion feature that helps developers learn and code faster and more effectively.
Integration With IEDs at AskCodi
AskCodi offers intelligent programming support and can be integrated into various development environments, which simplifies the coding process.
Automated Test Generation and Code Refactoring at Codiumai
CodiumAI offers functions such as the automated generation of tests and support for code refactorisation to improve code quality.
Why Software Developers Will Still Be Needed
When you look at what AI software can do, you might get the idea that software developers will soon be out of a job. But this is not to be expected, because although AI is so powerful, it is useless without humans.
This is mainly because AI software is anything but error-free. Especially when producing program code, errors are virtually guaranteed. The occurrence of significant security vulnerabilities is also to be expected. AI code must therefore always be checked and improved by humans. Without software developers, therefore, it is still not possible.
Many manufacturers also describe their AIs in such a way that they only support and do not replace them. The goal of development is therefore not to replace specialists, but to simplify. With the help of AI, for example, there is much more time for other tasks, such as planning new software solutions.
So it’s still worth becoming an IT freelancer or working with IT freelancers. Especially since there have long been ways to make software development easier, for example through DevOps or low-code or no-code solutions.
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Conclusion
Artificial intelligence is changing the way we live and work. ChatGPT is only the beginning of modern AIs that will bring enormous changes. Software developers will also have to get used to it. After all, AI software is not making the industry obsolete, but is taking it to a new level. Those who view change from this perspective will have an easier time of it.
The capabilities of new types of AI software include writing texts, creating program code and assisting in everyday life
AI is powerful, but it is useless without humans. This is mainly because AI software is anything but error-free. Especially when producing program code, errors are virtually guaranteed.
Spectacular was the release of OpenAI’s AI textbot ChatGPT a few months ago. The tool can be fed with questions like Google. However, it does not spit out a list of links, but answers the question in text form.
