Today, AI or artificial intelligence is revolutionizing the software development landscape by offering a multitude of powerful tools to assist you in your daily tasks. For coders, AIs have become indispensable partners. These tools can help you write code faster, solve complex problems, and automate repetitive tasks.
These AIs, with deep learning and predictive analytics capabilities, are designed to adapt to your unique coding style, allowing you to focus on creating rather than fixing. Whether you’re a beginner or an expert, getting familiar with these tools is essential to staying ahead of the curve and meeting the challenges of modern software development. In this article, we’ll explore 10 innovative AIs that promise to transcend your coding experience.
GitHub Copilot
Built right into your favorite development environment, GitHub Copilot is a code completion and suggestion tool that draws on a wide range of data to provide you with relevant and contextual solutions. It uses machine learning models to suggest code based on context and provides real-time suggestions as you write. It supports multiple programming languages (Python, JavaScript, Java, etc.). What makes it unique is its ability to complete lines of code, entire blocks, or even entire functions just from your comments or variable names. This tool provides a seamless experience, helping developers write code faster and increase their productivity. GitHub Copilot requires a paid subscription, although there are free plans for open-source projects and students. It offers the following pricing plans:
- Individual Co-pilot: $10/month
- Copilot Company: $19 per user/month
- Business Copilot: $39 per user/month
AskCodi
AskCodi is an AI tool designed to answer coding-related questions. It can generate code blocks, help solve complex coding problems, and provide solutions to technical questions. AskCodi covers multiple programming languages and can be used by developers of all skill levels. AskCodi stands out for its real-time code analysis and automatic error detection. It integrates seamlessly with popular IDEs such as Visual Studio Code, Sublime Text, and JetbrainIDEs and supports collaborative coding. In addition to improving efficiency, AskCodi contributes to overall code quality by quickly identifying issues. The tool also ensures code privacy and security as it never saves extension code. Askcodi is free for basic features but requires a paid subscription for advanced features.
Amazon CodeWhisperer
Amazon CodeWhisperer is an AI tool designed to help developers build code faster. It works like a personal assistant, providing suggestions and recommendations as you code. CodeWhisperer supports multiple programming languages and is designed to improve developer efficiency. Amazon CodeWhisperer generates code suggestions in real-time, supports multiple programming languages, and integrates well with existing developer tools. This tool has many benefits such as saving time and efficiency with intelligent auto-completion, improving the robustness of your code with test generation, and seamless integration with other AWS services. Amazon CodeWhisperer offers a free plan with limited features, and paid plans with advanced features.
OpenAI Codex
OpenAI Codex is the engine behind GitHub Copilot but it can also be used as a standalone tool. OpenAI Codex is an AI model that can translate natural language into code. You can give it instructions in plain language and it will generate the corresponding code. Its strength lies in its vast understanding of programming languages and frameworks. This AI tool can generate code in multiple languages from English descriptions. It offers contextual suggestions and can help find and fix errors. OpenAI Codex reduces the risk of human errors and automates repetitive tasks, making it a great ally for developers. OpenAI Codex is generally used through products like GitHub Copilot or GPT which are paid.
Codeium
Codeium is an AI-powered coding assistant that offers real-time code suggestions. It is designed to improve developer productivity by providing intelligent recommendations and automatic corrections. Compatible with many IDEs, it supports over 70 programming languages. Codeium stands out for its speed and high-quality suggestions. This tool allows you to establish a cloud-based collaborative development environment. It brings together collective intelligence features to leverage the team’s expertise, which improves collaboration and communication between developers. Codeium is generally free, but it offers a paid subscription for enterprises:
- Individual: free
- Team up to 200 seats: $12 per user/month
Llama Code
Code Llama is a coding-focused AI model that can generate code from natural language commands. It supports many popular languages and allows code to be inserted into existing codebases. Code Llama is designed to help developers generate code faster and solve technical problems. Its features include code completion and debugging. It can understand text descriptions and generate code accordingly. Code Llama is useful for developers looking to automate certain coding tasks. Code Llama increases productivity with intelligent completions and refactorings. It improves code maintainability with more accessible documentation while encouraging responsible and effective use of AI. Code Llama is free, making it accessible to all developers.
Replit Ghostwriter
Replit Ghostwriter is an AI-powered coding assistant built into the Replit platform. It offers code suggestions and recommendations to help developers write code faster. It offers tools to generate, transform, and explain code, with search functionality built into the editor. Replit Ghostwriter makes programming on mobile devices not only possible but enjoyable, making it a unique tool. Replit Ghostwriter is a code completion tool that uses machine learning to suggest relevant solutions in your development environment. Replit Ghostwriter is designed to make coding more accessible, especially for beginner developers. Replit Ghostwriter is free for beginners and costs $220/year for more experienced users.
Tabnine
Tabnine is an AI coding assistant designed to speed up and simplify software development. It respects code privacy while providing personalized code suggestions. Tabnine can automate 30% to 50% of code creation for each developer. It uses machine learning models to anticipate the code you want to write, saving you time and reducing errors. Tabnine integrates with several popular Integrated Development Environments (IDEs). What makes it unique is that it can be used offline without an internet connection and continuously learns your coding habits for more relevant suggestions. It is free for open-source and small projects, but the subscription is $39 per user/month for advanced features and enterprise projects.
CodeWP
CodeWP is an AI tool designed specifically for WordPress developers. It can generate WordPress scripts, help build themes and plugins, and provide suggestions to solve WordPress-specific issues. It allows for conversational code snippet generation and chat tools. It offers 24/7 AI support. Its specialization in WordPress makes it a must-have tool for developers working with this platform. CodeWP offers free plans with limitations, as well as paid plans for unlimited access. Here is its pricing plan:
- Free: to get started with 20 trials
- Pro: $18/month
- Agency: $48/month
Vertex AI
Vertex AI from Google Cloud Platform is a comprehensive AI solution for building, deploying, and managing machine learning models. Vertex AI is a comprehensive AI platform that offers a wide range of services for software development including code generation, auto-completion, and refactoring. It offers powerful tools to help developers code more efficiently including automated modeling capabilities. This tool allows developers to experiment with ML models and provides access to Google’s computing power and AI expertise. Vertex AI combines data engineering, data science, and machine learning engineering workflows. Vertex AI enables collaboration across teams and enables applications to be scaled. Vertex AI offers a usage-based pricing model, meaning the cost varies based on the resources consumed:
- Generative AI: $0.0001/image or $0.0001/character
- AutoML models: $1.375 or $0.462 per node-hour or $0.05/hour for importing text data…
- Vertex AI Pipelines: $0.03/pipeline run, etc.