Top 10 AI Tools for Programmers in 2023

The current generation is moving towards automation and AI in a way that has divided the public into two. Half of the commentators are of the view that AI is enormously dangerous and can lead to serious threats and issues in the upcoming few years. There is, however, no denying the fact that it can be unbridled in the coming time, and it shall be programmed enough to re-program itself on its own. On the other hand, half of the population goes in favor of AI and its incessant trends. 

The cons of AI are always debatable as there is no concrete research to nullify the benefits it has provided in almost every sector and has allowed human minds to focus on more creative things than to laboriously do a repetitive task. One such sector that is impacted heavily by the advent of artificial intelligence is the information technology (IT) world. It has created a situation of uproar and upheaval among the old schools. Concurrently, the new generation which is more adaptive to changes, has embraced it. But what is the future of AI? Click to read the blog on our website to understand whether AI can be embraced or rejected. 

In this manuscript, we will discuss 10 AI tools that programmers are using in the year 2023. We will learn how these tools can generate codes and in the end, have a discussion about whether the generated codes are worth relying on or not. 

Till then, stay tuned! 

Salient features of AI code generator 

• AI code generators are smart enough to understand natural languages like English and convert the commands into real codes that can be used for development. 
• Code generators are multilingual and can help developers write codes for various programming languages. 
• Just like suggestions in writing plain text in Google Docs, code generators also work on strong algorithms, and generate real-time suggestions and auto-corrections. 
• Code generators are also good assistants for testers. However, while writing codes, developers can identify the potential bugs during the process only. 
• Code generators learn the coding style of the developers very quickly and provide relevant suggestions. 

There are many other features that a code generator can provide. As of now, let us dive directly into the main topic and discuss one by one the top 10 tools that can be used for code generation. 

1. GitHub Copilot 

This code-generating tool is created by OpenAI and GitHub. Acting as a virtual duo programmer, developers can utilize this tool to write codes in the least amount of time. 

Features of GitHub Copilot 

• Coding errors are highlighted
• Feedback for code quality improvement
• Works with IDEs (integrated development environment)
• Able to detect security concerns 

1. OpenAI Codex 

Based on the large language models (LLMs) like GPT-3 and GPT-4, OpenAI Codex is one of the most desired tools by developers. This tool is programmed to write codes in languages like Go, TypeScript, Perl, PHP, BASH,  Ruby, JavaScript, and five others. 

Features of OpenAI Codex

• Can translate plain English text into any programming language 
• Consistently provides feedback to ensure quality coding 
• Helps to avoid repetition in coding 
• Can generate codes for mobile apps and machine learning models (ML) 

1. Polycoder 

Polycoder is an open-source tool for coding that uses complex algorithms for natural language processing and code creation. The unique feature of Polycoder is that it allows open-source training as well. The data can be trained by any user to enhance the experience. 

Features of Polycoder 

• This tool is proficient in writing C 
• Natural language programming can be improved by anyone’s training 
• C++, Ruby, JavaScript, PHP, Ruby, etc. are included in this 

1. AI2SQL

The SQL statements are easily translated with the help of the AI2SQL tool. With the help of this translation, the tool plays a key role in eliminating the time that would be required to understand the SQL syntax. This tool is mostly used by data scientists. 

Features of AI2SQL 

• Database management is enhanced 
• Improves UX 
• Supports Microsoft SQL Server, MySQL,  and PostgreSQL

1. CodeT5

CodeT5 is a free AI code generator that is open source and can be accessed by anyone around the world. This platform uses machine learning methodologies and provides quality codes based on its training. CodeT5 is programmed in a way that it can write incomplete code based on pre-loaded suggestions. 

Features of CodeT5

• Can match your commands to produce quality codes
• Translation from one language to another 
• Can explain codes in natural language 

1. ChatGPT

ChatGPT is one of the most popular platforms used for questions and answers. It is a multipurpose chatbot that can answer your questions according to the data fed to it. This therefore can be used for generating the code, debugging, and seeking quality if required. 

Features of ChatGPT

• More than coding, and can be used across various departments 
• Guidance can also be provided through this regarding code quality 
• Potential errors can be detected upon asking the questions 

1. Codiga 

Codiga is less into code generation and more into code review and security. This platform can be used for cleaning up the existing code sets and automating the fixes. Those companies focussing more on quality and security must go through this by writing their code and getting it verified by Codiga. 

Features of Codiga

• Many violations can be prevented through Codiga review
• Custom rules can be commanded for reviewing 
• All the common threats and security issues can be solved

1. Snyk Code 

Snyk is a software development app dedicated to security. The same company has launched the Snyk Code tool that focuses on application security testing. The tool is pro in identifying vulnerabilities and provides solutions for them. 

Features of Snyk 

• Easy-to-use tool 
• Best for secure coding 
• Plugin options for VS Code, Visual Studio, JetBrains, and Eclipse 

1. Replit Ghostwriter 

Replit Ghostwriter is there for those people who want to use their creative minds to propound new things rather than exhausting them on repetitive tasks. This code generator tool is user-friendly and swift enough to help you write codes easily in multiple languages. 

Features of Replit Ghostwriter 

• The response time of Ghostwriter is 500 milliseconds 
• Voice memos can be used to command codes 
• Supports 16 programming languages

1.  Tabnine 

Based on the syntax of a developer this code generator can provide suggestions on the next line of code. It works like an assistant to a developer because Tabnine is programmed enough to write whole lines of code. Also, over time, it adapts to the developers' preferences. 

Features of Tabnine 

• Time-saving tool because of predictive coding 
• Can be used for multiple programming languages
• No issue with hosting 

Conclusion 

The landscape of the technological world is never going to come to a halt. If not AI, something else would have taken shape and dominated the market. Threats have always been there and people also have shown apprehensions from time to time. But it is not feasible to not let the advancements flourish. Code-generating tools might have intimidated many software developers, nevertheless, it is important to know that such tools have created fresh avenues for creativity. Those who will adapt themselves to the changes can thrive in this storm too. Get in touch with our software developers who are adapting to the changes and embracing AI in an optimistic ecosystem.