Generative AI Tools Landscape - Coding Applications – Part2
Zubair Aslam
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E. Code Generation Completion
1. AIXCoder - AI
AiXcoder is a powerful code completer & code search engine based on state-of-the-art deep learning technology. It has the potential of recommending you a full line of code, which will help you code faster. AiXcoder also provides a code search engine to help you search for API use cases on GitHub.
AiXcoder is a code suggestions generator using the latest AI technologies. Our model is trained on over 1 TB of open-source code and served from your own computer.
aiXcoder provides with method-level code generation from natural language to code, and intelligent code completion for whole or multiple lines. You can accept the completion code of aiXcoder or continue to write for more real-time feedback to continuously adapt to your code context. It helps you keep your focus and creativity when writing code, and improve software development efficiency. Describe the function you want to achieve in natural language, and aiXcoder can generate the complete program code of the corresponding function for you to use without exiting the editor. Provide personalized in-depth customization for enterprises, solve more problems at the programming site, and help enterprises realize intelligent software development. You can run aiXcoder's deep learning model in a "completely private" environment, the model will be downloaded to your computer and the data will be queried locally, enabling fast code completion. This mode supports offline use. The deep learning model deployed on the cloud requires a good network to run, which can help you realize intelligent programming functions such as line-level code completion and method-level code generation. For both modes, your code data is only used to provide services for this code generation and completion,and then it will be released and not saved.Starting September 1, 2022, both modes will be enabled by default on all new installations, allowing for optimal code generation and completion, and the smoothest user experience. The featureset inclues:
·?????? Only support Java for now. More languages (C++/Python/JavaScript/TypeScript/Go/Php) on the way.
·?????? Completely works offline. Your code is safe in your hand.
·?????? Long completion results with length up to a full line.
·?????? Rearrange completion items in a likely-hood probability descending order.
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2. WorkSpace – AI
Workspaces is an online code editor where you can build projects in 13 popular languages and libraries, tinker with code, and share your work.
The Workspace is like an IDE (Integrated Development. It comes with syntax highlighting and autocompletion to make coding easier.
The Workspace is like an IDE (Integrated Development Environment), providing a comprehensive set of development tools and features for creating, debugging, and managing your software. It helps you quickly and easily create, modify, and collaborate on your code.
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3. CodeAssist - AI
CodeAssist is an AI-powered IntelliJ IDE plugin that generates code and answers programming-related questions.
CodeAssist is an AI-powered IntelliJ IDE plugin that provides natural language interface to generate, change, complete code and answer programming-related questions. It can work with popular programming languages and requires an internet connection. It offers a chatbot/copilot program that can generate code and provide answers to programming-related questions. Users can install it through the Intellij IDEA Marketplace and use it for free. However, there is a paid version available with more advanced features, such as GPT-4 long-term memory.
CodeAssist offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Generate code
·?????? Change code
·?????? Complete code
·?????? Answer programming-related questions
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4. Mutable - AI
?Mutable.ai aka Mutable is an AI tool for software development that offers features such as AI autocomplete, one-click refactor, and prompt-driven development, with a GitHub app for Visual Studio Code and Jupyter notebooks.
Mutable is an AI tool that helps accelerate software development and improve workflow. It has a GitHub app for Visual Studio Code and Jupyter notebooks. It offers features such as AI autocomplete, one-click refactor, document, and add types, and prompt-driven development.
Mutable offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Ai auto-complete
·?????? One-click refactor
·?????? Document and add types
·?????? Prompt-driven development
It also has a test generator feature coming soon AI Autocomplete, Production Quality Code with One Click, Prompt driven development and Test Generation.
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5. Bito- AI
A suite of coding tools for developers to write and build test cases. A suite of coding tools for developers, that help with code and building test cases.
Bito offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Code editing
·?????? Debugging
·?????? Testing
·?????? Documentation
·?????? Collaboration
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6. Codeium - AI
Codeium is an AI-powered code tool that offers rapid code autocomplete, intelligent search, multiple editor support, language translation, free end-to-end data encryption, flexible deployment options and a free online playground.
Codeium is an AI-powered code tool that offers rapid code autocomplete and intelligent search for file and code related intents. It integrates with 20+ editors and supports over 40 languages. Codeium is available for free for individual and enterprise use, with end-to-end data encryption and flexible deployment options. The tool also offers a free online playground for developers to try out its features.
Codeium offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Autocomplete
·?????? Intelligent search
·?????? Integration with editors
·?????? Supports multiple languages
·?????? Free use
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7. GitHub CopilotX - AI
Github Copilot X is an AI tool that integrates into every part of the software development workflow, offering context-aware conversations and code suggestions to help developers write better code faster.
Github Copilot X is an AI tool that integrates into every part of the software development workflow. It offers context-aware conversations and can explain code or quickly fix errors. It suggests test cases, helps with code reviews and even generates pull request descriptions. It is currently in technical preview and users can join the waitlist to access it. Github Copilot X aims to help developers write better code faster, focusing on business logic rather than boilerplate code.
GitHub Copilot X offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Error fixing
·?????? Code suggestion
·?????? Test case suggestion
·?????? Pull request description generation
·?????? Code review assistance
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8. Codel - AI
Codel is an AI-powered tool that assists developers with debugging, implementing specific features, and learning new programming languages or frameworks through a user-friendly interface and the ability to quickly refer back to previous examples.
Codel is an AI-powered tool that helps developers find examples of code to help with debugging, implementing specific features, and learning new programming languages or frameworks. It provides an intuitive UI and the ability to refer back to previous examples easily. Codel offers a one-time-pay option for lifetime access and a free API key. It can also help users understand error messages and provide examples to help fix issues quickly. Overall, Codei aims to save developers time and improve their products.
Codel offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Debugging
·?????? Implementing features
·?????? Learning programming languages
·?????? Referring to previous examples
·?????? Understanding error messages
·?????? Providing examples to fix issues
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9. CodeComplete - AI
CodeComplet is a self-hosted AI code assistant for enterprises offering permissive licensing and training options, currently in private beta.
CodeComplet is an AI code assistant designed for enterprises to self-host and fine-tune their code bases. It can be used both in the cloud and on-premises to protect intellectual property while improving code style and integration with development workflows. The tool offers permissive licensing and training options to avoid legal risks and is currently in private beta.
CodeComplete offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Code protection
·?????? Intellectual property
·?????? Code style improvement
·?????? Development workflow integration
·?????? Permissive licensing
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10. CodeGPT - AI
The CodeGPT IntelliJ IDE Plugin is an AI-driven coding tool that offers text completion, chat functionality, custom prompts and code actions, reviewing past conversations, restoring previous sessions, and privacy settings.
The CodeGPT IntelliJ IDE Plugin offers AI-powered coding assistance, allowing developers to improve their skills and work efficiently. To use the tool, users need to configure an API key from the OpenAI website. Features include chat functionality for asking questions and receiving concurrent responses, creating custom prompts and code actions, and accessing different models for text completion. The plugin also offers options for reviewing past conversations, restoring previous sessions, and adjusting privacy settings.
CodeGPT offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Chat functionality
·?????? Custom prompts and code actions
·?????? Access to different models for text completion
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11. RepLit - AI
Replit is a collaborative browser-based IDE with AI-powered tools for software development, real-time multiplayer editing and deployment, templates and tutorials, and hosting and monetization options.
Replit is a collaborative, browser-based IDE for software development that includes AI-powered tools such as Ghostwrit for pair programming and code suggestion. It offers real-time, multiplayer editing, testing and deployment directly in the browser. Replit also features various templates and tutorials, as well as hosting and monetization options for developers.
Replit offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Pair programming
·?????? Code suggestion
·?????? Real-time multiplayer editing
·?????? Testing
·?????? Deployment
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12. TabNine - AI
Tabnine is an AI tool for software developers that offers code completions aligned with code patterns, improving code quality and reducing the need for code review iterations.
Tabnine is an AI tool for software developers that provides whole-line and full-function code completions using AI technology. It suggests code completions that align with code patterns to improve code quality and consistency, reducing the need for code review iterations. Tabnine covers popular and niche programming languages and can be used locally or on the cloud, supporting compliance requirements. The tool is privacy-focused and never stores or shares user code without explicit opt-in.
Tabnine offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Code completion
领英推荐
·?????? Whole-line completions
·?????? Full-function completions
·?????? Ai technology
·?????? Code patterns
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13. Wrap - AI
WrapAI introduces cutting-edge technology to meet the growing needs of law enforcement agencies across the globe. Our suite of innovative solutions is designed to revolutionize how police departments and private security firms operate.
Transform your video categorization and analysis with WrapAI's AI Auto-Tagging feature. Our state-of-the-art machine-learning algorithms automatically identify and label objects, activities, and individuals within video content, reducing manual tagging time and resources. Ensure compliance with unique retention policies and save costs with optimized digital evidence storage.
Enhance privacy and compliance with Wrap Technologies' AI video redaction feature. Automatically identify and redact sensitive information within recorded video footage, ensuring responsible and ethical use of video data by law enforcement agencies. Experience revolutionary privacy protection today.
Boost efficiency with Wrap Technologies' AI-driven transcription feature. Convert voice-captured video content into accurate and searchable text effortlessly, saving valuable time for law enforcement personnel. Enhance accessibility and analysis of recorded interactions for actionable insights with our innovative transcription solution.
Empower swift incident pinpointing with Wrap Intrensic BWC Solution's AI-assisted contextual content search feature. Identify and tag relevant contextual information efficiently, enabling law enforcement agencies to locate specific events within vast video databases. Accelerate investigative processes and support more effective decision-making today.
F. Code Analysis and DevOps Intelligence
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1. AdrenaLine - AI
Adrenaline is the Expert?AI?Programming Assistant. It helps you to get instant help with coding questions, debug issues, and learn programming. Adrenaline is an AI tool designed to streamline code review and find vulnerabilities, aiding in the creation of high-quality software. Using machine learning, Adrenaline detects coding errors and offers optimization suggestions.
Adrenaline has an issues-only repository and helps you as an AI expert on everything technical. Adrenaline can also search the internet and ground answers in relevant sources, employ multi-step reasoning to answer more complex questions, and even generate diagrams to help explain things.
Adrenaline: is Harnessing the Power of AI in Code Review and Optimization. Adrenaline is a revolutionary solution for developers and companies alike. Using the power of artificial intelligence improves code quality, speeds bug detection and fixes, and encourages more effective collaboration within development teams. With its ability to easily integrate into existing workflows, Adrenaline is an asset to any business looking to stay ahead of the competition for software development.
Adrenaline goal is to answer?any?technical questions which includes questions about:
·?????? General programming concepts
·?????? GitHub repositories
·?????? Documentation websites
·?????? Code snippets
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2. AICodeReviewer - AI
?AI code reviewer with context-aware feedback and line-by-line suggestions in real-time. AI Code Reviewer is the AI system which automatically reviews code changes through artificial intelligence.. This powerful tool helps improve code quality and saves developers time by automating the code review process.
AI Code Reviewer offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Automatically analyzing code for syntax errors and security vulnerabilities
·?????? Suggesting improvements and best practices for code quality
·?????? Identifying potential bugs and areas for optimization
·?????? Generating automated test cases to ensure correctness of the code
·?????? Tracking code changes and providing historical reports on code quality
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3. CodeBall - AI
Codebal is an AI-powered code review tool that helps to find bugs in pull requests and improve code quality.
Codebal is an AI-powered code review tool that helps to find bugs in pull requests and improve code quality, allowing teams to ship faster with higher confidence. It trains on millions of code contributions to recognize risky code changes and provides risk notifications to avoid reckless merges. Codebal can be easily integrated into GitHub repositories with a single click installation and offers advanced AI grading of pull requests, reducing review time by up to 60%. It supports multiple programming languages and provides a dashboard for tracking code metrics.
Codeball offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Find bugs
·?????? Improve code quality
·?????? Ship faster with higher confidence
·?????? Recognize risky code changes
·?????? Reduce review time by up to 60%
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4. CodeBuds - AI
Coderbuds is an AI-powered code review tool that offers automated reviews, integrates with Github and Slack, provides summaries and recommendations, operates securely and was built by Elliot.
Coderbuds is an AI tool for code reviews that offers unlimited automated reviews. The tool integrates with Github and Slack, and provides code summaries and recommendations. It operates in a secure environment and does not store code. Reviews can be triggered via Github comments, and if desired, human reviews can be requested within the first 14 days of use. Coderbud was built by Elliot, an experienced developer and DevSecOps professional.
Coderbuds offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Automated code review
·?????? Integration with github and slack
·?????? Code summary and recommendations
·?????? Secure environment
·?????? 14-day human review request
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5. Codiga - AI
Codiga is a static code analysis tool that offers custom analysis rules, secure code analysis, real-time instant code analysis and fixes, security standards coverage, and team sharing to improve code quality.
Codiga is a static code analysis tool that offers custom analysis rules, secure code analysis, and code snippets. It works with various IDEs and platforms and provides real-time instant code analysis and fixes. It focuses on security and covers important standards like OWASP 10 and SANS/CWE Top 25. The tool can be easily customized and shared within teams to improve code quality.
Codiga offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Custom analysis rules
·?????? Secure code analysis
·?????? Code snippets
·?????? Real-time instant code analysis
·?????? Fixes
6. Codacy – AI
Codacy is an AI-powered tool that automates code issue detection and resolution across 40+ languages. It provides centralized insights, integrates with major Git providers, and enables easy error fixing in one click without complex setup requirements, ultimately simplifying the process of improving code quality.
Codacy Quality is an AI tool that automatically recommends fixes for code issues, providing centralized information on what needs to be addressed. It works seamlessly with over 40 languages and integrates with Git providers like GitHub, GitLab, and Bitbucket. With Codacy Quality, users have full control over fixing issues with just a single click. It is easy to set up and requires no complex configurations. Give it a try for free and witness this AI tool in action! Moreover, Codacy Quality also contributes to training models for OpenAI, enhancing its capabilities as a reliable code quality improvement solution.
Codacy offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Automatic code issue recommendations
·?????? Support for over 40 programming languages
·?????? Integration with Git providers like GitHub, GitLab, and Bitbucket
·?????? Fixing issues with a single click
·?????? No complex configurations required
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7. Metabob - AI
Metabob is an AI-powered tool for detecting and fixing coding problems using graph neural networks and language models, with features including minimal false positives, security gate integration, and refactoring recommendations.
Metabob is an AI tool that uses proprietary graph neural networks to detect and fix coding problems created by humans. It combines the best of graph neural networks and large language models to comprehensively analyze problematic code with contextual understanding. Metabob can detect and classify hundreds of logical problems that traditional static code analysis tools may miss, such as race conditions and unhandled edge cases.
Its features include minimal false positive rates, security gate integration, secrets scanning, and project metrics for actionable insights into code quality, reliability, and team productivity. Metabob also offers refactoring recommendations to enforce code quality best practices and optimize LOC performance.
Its self-hosted version can be deployed in an organization's private cloud and customized to detect relevant problems for the team. Metabob has been shown to improve software security, increase developer productivity, and achieve a higher detection rate of critical errors. Its users praise it as a ground-breaking tool that helps developers and data scientists fix bugs faster and maintain code quality and maintainability.
Metabob offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Detects logical problems
·?????? Offers refactoring recommendations
·?????? Enforces code quality best practices
·?????? Improves software security
·?????? Increases developer productivity
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8. WhatTheDiff - AI
WhatTheDiff aka Diff is an AI-powered code review assistant that improves pull request descriptions, speeds up code review and merging, and keeps non-technical team members informed.
Diff is an AI-powered code review assistant that helps teams write better pull request descriptions, review and merge code faster, and keep non-technical team members in the loop. It suggests changes to pull requests with a single click, translates technical jargon to easily understandable summaries, and provides granular control over its usage. Diff works with GitHub and GitLab and does not store code or require a credit card to get started. It supports multiple programming languages and can generate a summary of pull requests in plain English.
WhatTheDiff offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Suggest changes to pull requests
·?????? Translate technical jargon
·?????? Granular control over usage
·?????? Supports multiple programming languages
·?????? Generate summary of pull requests
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9. WhisperAI - AI
WhisperAI aka Whisper uses AI to optimize sound for a great hearing experience. No upfront fees, available through monthly plan.
Whisper uses sophisticated artificial intelligence algorithms and powerful, cell-phone level processors to optimize sound and deliver a great hearing experience wherever you are. No large upfront fees. Whisper is available through a simple monthly plan.
Whisper AI offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:
·?????? Optimizing sound
·?????? Delivering great hearing experience
·?????? Sophisticated artificial intelligence algorithms
·?????? Powerful cell-phone level processors