{"id":4277,"date":"2026-08-11T11:33:27","date_gmt":"2026-08-11T11:33:27","guid":{"rendered":"https:\/\/aiopsschool.com\/blog\/?p=4277"},"modified":"2026-08-11T11:33:30","modified_gmt":"2026-08-11T11:33:30","slug":"top-10-ai-code-assistants-features-pros-cons-comparison-2","status":"publish","type":"post","link":"https:\/\/aiopsschool.com\/blog\/top-10-ai-code-assistants-features-pros-cons-comparison-2\/","title":{"rendered":"Top 10 AI Code Assistants: Features, Pros, Cons &amp; Comparison"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"572\" src=\"https:\/\/aiopsschool.com\/blog\/wp-content\/uploads\/2026\/08\/image-102.png\" alt=\"\" class=\"wp-image-4278\" style=\"width:640px;height:auto\" srcset=\"https:\/\/aiopsschool.com\/blog\/wp-content\/uploads\/2026\/08\/image-102.png 1024w, https:\/\/aiopsschool.com\/blog\/wp-content\/uploads\/2026\/08\/image-102-300x168.png 300w, https:\/\/aiopsschool.com\/blog\/wp-content\/uploads\/2026\/08\/image-102-768x429.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI Code Assistants are software development tools that use artificial intelligence to help developers write, understand, debug, test, and improve code more efficiently.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Modern software development requires teams to manage increasingly complex applications, multiple programming languages, cloud environments, and fast delivery cycles. AI Code Assistants help developers reduce repetitive tasks, improve productivity, and accelerate software development workflows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These tools provide capabilities such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code generation<\/li>\n\n\n\n<li>Code completion<\/li>\n\n\n\n<li>Bug detection<\/li>\n\n\n\n<li>Code explanation<\/li>\n\n\n\n<li>Refactoring suggestions<\/li>\n\n\n\n<li>Test generation<\/li>\n\n\n\n<li>Documentation creation<\/li>\n\n\n\n<li>Developer productivity improvement<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">AI Code Assistants are becoming an important part of modern development environments by supporting:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Software engineers<\/li>\n\n\n\n<li>DevOps teams<\/li>\n\n\n\n<li>Data scientists<\/li>\n\n\n\n<li>Application developers<\/li>\n\n\n\n<li>Platform engineers<\/li>\n\n\n\n<li>Engineering managers<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">They integrate with popular development environments and platforms, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>IDEs<\/li>\n\n\n\n<li>Code editors<\/li>\n\n\n\n<li>Version control systems<\/li>\n\n\n\n<li>Cloud development platforms<\/li>\n\n\n\n<li>CI\/CD workflows<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The goal of AI Code Assistants is to help developers build software faster while maintaining code quality, security, and reliability.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Why AI Code Assistants Matter<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Software teams face challenges such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Increasing code complexity<\/li>\n\n\n\n<li>Short development timelines<\/li>\n\n\n\n<li>Limited engineering resources<\/li>\n\n\n\n<li>Repetitive programming tasks<\/li>\n\n\n\n<li>Learning new technologies<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">AI Code Assistants help developers:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Write code faster<\/li>\n\n\n\n<li>Understand unfamiliar codebases<\/li>\n\n\n\n<li>Reduce repetitive work<\/li>\n\n\n\n<li>Improve debugging<\/li>\n\n\n\n<li>Learn new frameworks<\/li>\n\n\n\n<li>Increase productivity<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">How AI Code Assistants Work<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Step 1: Developer Input<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Developers provide:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code snippets<\/li>\n\n\n\n<li>Natural language instructions<\/li>\n\n\n\n<li>Programming questions<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Step 2: AI Code Analysis<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The assistant analyzes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Existing code<\/li>\n\n\n\n<li>Programming patterns<\/li>\n\n\n\n<li>Project context<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Step 3: Code Generation<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The system provides:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code suggestions<\/li>\n\n\n\n<li>Functions<\/li>\n\n\n\n<li>Explanations<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Step 4: Developer Review<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Developers:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Validate suggestions<\/li>\n\n\n\n<li>Modify code<\/li>\n\n\n\n<li>Apply improvements<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Step 5: Continuous Learning<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tools improve through:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>User feedback<\/li>\n\n\n\n<li>Updated models<\/li>\n\n\n\n<li>Better context understanding<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Key Features of AI Code Assistants<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Code Completion<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Provides:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Autocomplete suggestions<\/li>\n\n\n\n<li>Function recommendations<\/li>\n\n\n\n<li>Code snippets<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Code Generation<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Creates:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Functions<\/li>\n\n\n\n<li>Classes<\/li>\n\n\n\n<li>Scripts<\/li>\n\n\n\n<li>Application components<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Code Explanation<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Helps developers understand:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Existing code<\/li>\n\n\n\n<li>Complex logic<\/li>\n\n\n\n<li>Dependencies<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Debugging Assistance<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Identifies:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Errors<\/li>\n\n\n\n<li>Bugs<\/li>\n\n\n\n<li>Possible fixes<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Test Generation<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Creates:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Unit tests<\/li>\n\n\n\n<li>Test cases<\/li>\n\n\n\n<li>Validation scenarios<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Documentation Support<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Generates:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Comments<\/li>\n\n\n\n<li>API documentation<\/li>\n\n\n\n<li>Technical explanations<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Common Use Cases<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Software Development<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Supporting:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Application coding<\/li>\n\n\n\n<li>Feature development<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">DevOps Engineering<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Helping with:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Scripts<\/li>\n\n\n\n<li>Automation<\/li>\n\n\n\n<li>Infrastructure code<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Cloud Development<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Supporting:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cloud configurations<\/li>\n\n\n\n<li>Deployment files<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Data Engineering<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Assisting with:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>SQL queries<\/li>\n\n\n\n<li>Data pipelines<\/li>\n\n\n\n<li>Processing scripts<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Learning Programming<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Helping:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Beginners understand concepts<\/li>\n\n\n\n<li>Developers learn frameworks<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Code Maintenance<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Supporting:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Refactoring<\/li>\n\n\n\n<li>Optimization<\/li>\n\n\n\n<li>Documentation<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Benefits of AI Code Assistants<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Increased Developer Productivity<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Reduces time spent on repetitive coding tasks.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Faster Development<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Helps teams deliver applications quickly.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Better Code Understanding<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Explains complex programming logic.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Improved Learning<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Supports developers learning new technologies.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Reduced Development Costs<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Improves engineering efficiency.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Challenges of AI Code Assistants<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Code Accuracy<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI-generated code may require review.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Security Risks<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Generated code may introduce vulnerabilities.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Data Privacy<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations must manage code-sharing policies.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Dependency Issues<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Suggestions may use outdated libraries.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Over-Reliance<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Developers still need technical judgment.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Evaluation Criteria<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Code Quality<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Evaluate:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Accuracy<\/li>\n\n\n\n<li>Reliability<\/li>\n\n\n\n<li>Maintainability<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Language Support<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Consider:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Programming languages<\/li>\n\n\n\n<li>Framework compatibility<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">IDE Integration<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Check:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Editor support<\/li>\n\n\n\n<li>Developer workflow integration<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Security<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Evaluate:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Privacy controls<\/li>\n\n\n\n<li>Code protection<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Productivity Features<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Consider:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Automation<\/li>\n\n\n\n<li>Context awareness<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Enterprise Support<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Evaluate:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Administration<\/li>\n\n\n\n<li>Governance<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Key Trends<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">AI-Powered Software Development<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Development teams are adopting AI assistants for daily coding tasks.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">AI Pair Programming<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Developers increasingly use AI as a collaborative coding partner.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Enterprise AI Coding Security<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations are focusing on:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code privacy<\/li>\n\n\n\n<li>Secure AI development<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">AI Agents for Development<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Future assistants will handle:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Larger development tasks<\/li>\n\n\n\n<li>Automated workflows<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Integrated Development Intelligence<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI coding tools are becoming part of complete software platforms.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Methodology<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">The following AI Code Assistants were evaluated based on:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code generation quality<\/li>\n\n\n\n<li>Language support<\/li>\n\n\n\n<li>IDE integration<\/li>\n\n\n\n<li>Security<\/li>\n\n\n\n<li>Enterprise features<\/li>\n\n\n\n<li>Productivity<\/li>\n\n\n\n<li>Developer experience<\/li>\n\n\n\n<li>Documentation<\/li>\n\n\n\n<li>Scalability<\/li>\n\n\n\n<li>Value<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Top 10 AI Code Assistants<\/h1>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">1. GitHub Copilot<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">GitHub Copilot is an AI-powered coding assistant integrated with popular development environments.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Key Features<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code completion<\/li>\n\n\n\n<li>Code generation<\/li>\n\n\n\n<li>Chat-based assistance<\/li>\n\n\n\n<li>Debugging support<\/li>\n\n\n\n<li>Documentation generation<\/li>\n\n\n\n<li>IDE integration<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Pros<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong developer adoption<\/li>\n\n\n\n<li>Excellent IDE support<\/li>\n\n\n\n<li>Large ecosystem integration<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Cons<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Requires subscription for advanced features<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">2. Cursor AI<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Cursor AI is an AI-powered code editor designed for AI-assisted software development.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Key Features<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI code editing<\/li>\n\n\n\n<li>Codebase understanding<\/li>\n\n\n\n<li>Chat assistance<\/li>\n\n\n\n<li>Code generation<\/li>\n\n\n\n<li>Refactoring support<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Pros<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong context awareness<\/li>\n\n\n\n<li>Developer-friendly workflow<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Cons<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Newer ecosystem<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">3. Amazon Q Developer<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Amazon Q Developer helps developers build applications with AI assistance.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Key Features<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code generation<\/li>\n\n\n\n<li>AWS development support<\/li>\n\n\n\n<li>Debugging assistance<\/li>\n\n\n\n<li>Security suggestions<\/li>\n\n\n\n<li>Cloud integration<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Pros<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong AWS integration<\/li>\n\n\n\n<li>Enterprise capabilities<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Cons<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Best suited for AWS users<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">4. Tabnine<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Tabnine provides AI-powered code completion and developer assistance.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Key Features<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code completion<\/li>\n\n\n\n<li>Privacy-focused AI<\/li>\n\n\n\n<li>Multiple language support<\/li>\n\n\n\n<li>Enterprise controls<\/li>\n\n\n\n<li>Team collaboration<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Pros<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong privacy features<\/li>\n\n\n\n<li>Enterprise-friendly<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Cons<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Less advanced reasoning compared with some competitors<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">5. Codeium (Windsurf)<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Codeium provides AI coding assistance through its Windsurf development environment.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Key Features<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code generation<\/li>\n\n\n\n<li>AI chat<\/li>\n\n\n\n<li>Code understanding<\/li>\n\n\n\n<li>Autocomplete<\/li>\n\n\n\n<li>Developer workflows<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Pros<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Good free availability<\/li>\n\n\n\n<li>Modern AI coding experience<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Cons<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Enterprise features vary<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">6. JetBrains AI Assistant<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">JetBrains AI Assistant integrates AI capabilities into JetBrains IDEs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Key Features<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code generation<\/li>\n\n\n\n<li>Code explanation<\/li>\n\n\n\n<li>Refactoring<\/li>\n\n\n\n<li>Documentation<\/li>\n\n\n\n<li>IDE integration<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Pros<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Excellent JetBrains integration<\/li>\n\n\n\n<li>Developer-focused<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Cons<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Requires JetBrains ecosystem<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">7. Google Gemini Code Assist<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Google Gemini Code Assist provides AI support for software development.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Key Features<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code completion<\/li>\n\n\n\n<li>Code generation<\/li>\n\n\n\n<li>Cloud development support<\/li>\n\n\n\n<li>Debugging assistance<\/li>\n\n\n\n<li>Google Cloud integration<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Pros<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong cloud integration<\/li>\n\n\n\n<li>Enterprise support<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Cons<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Best experience with Google ecosystem<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">8. Sourcegraph Cody<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Sourcegraph Cody helps developers understand and work with large codebases.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Key Features<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code search<\/li>\n\n\n\n<li>Code explanation<\/li>\n\n\n\n<li>Repository understanding<\/li>\n\n\n\n<li>AI assistance<\/li>\n\n\n\n<li>Developer workflows<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Pros<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Excellent codebase understanding<\/li>\n\n\n\n<li>Strong enterprise capabilities<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Cons<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Requires Sourcegraph setup<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">9. Replit AI<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Replit AI provides AI-assisted coding within an online development environment.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Key Features<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code generation<\/li>\n\n\n\n<li>Debugging<\/li>\n\n\n\n<li>Learning assistance<\/li>\n\n\n\n<li>Browser-based development<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Pros<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Beginner friendly<\/li>\n\n\n\n<li>Easy access<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Cons<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Limited enterprise use cases<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">10. OpenAI Codex<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI Codex provides AI-powered programming capabilities.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Key Features<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code generation<\/li>\n\n\n\n<li>Programming assistance<\/li>\n\n\n\n<li>Natural language coding<\/li>\n\n\n\n<li>Software development support<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Pros<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong AI reasoning capabilities<\/li>\n\n\n\n<li>Broad programming support<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Cons<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Requires integration for specific workflows<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Comparison Table: Top 10 AI Code Assistants<\/h1>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>No.<\/th><th>Tool Name<\/th><th>Best For<\/th><th>Platform(s) Supported<\/th><th>Deployment<\/th><th>Standout Feature<\/th><th>Public Rating<\/th><\/tr><\/thead><tbody><tr><td>1<\/td><td>GitHub Copilot<\/td><td>General development<\/td><td>IDEs<\/td><td>Cloud<\/td><td>AI pair programming<\/td><td>4.8\/5<\/td><\/tr><tr><td>2<\/td><td>Cursor AI<\/td><td>AI coding workflow<\/td><td>Editor<\/td><td>Cloud<\/td><td>Codebase understanding<\/td><td>4.7\/5<\/td><\/tr><tr><td>3<\/td><td>Amazon Q Developer<\/td><td>AWS development<\/td><td>Cloud\/IDE<\/td><td>Managed<\/td><td>AWS integration<\/td><td>4.7\/5<\/td><\/tr><tr><td>4<\/td><td>Tabnine<\/td><td>Enterprise coding<\/td><td>IDEs<\/td><td>Cloud\/Local<\/td><td>Privacy controls<\/td><td>4.6\/5<\/td><\/tr><tr><td>5<\/td><td>Codeium Windsurf<\/td><td>AI development<\/td><td>IDE<\/td><td>Cloud<\/td><td>AI editor<\/td><td>4.6\/5<\/td><\/tr><tr><td>6<\/td><td>JetBrains AI Assistant<\/td><td>JetBrains users<\/td><td>IDE<\/td><td>Managed<\/td><td>IDE integration<\/td><td>4.6\/5<\/td><\/tr><tr><td>7<\/td><td>Gemini Code Assist<\/td><td>Cloud developers<\/td><td>Google Cloud<\/td><td>Managed<\/td><td>Cloud coding<\/td><td>4.6\/5<\/td><\/tr><tr><td>8<\/td><td>Sourcegraph Cody<\/td><td>Large codebases<\/td><td>Enterprise<\/td><td>Managed<\/td><td>Code understanding<\/td><td>4.5\/5<\/td><\/tr><tr><td>9<\/td><td>Replit AI<\/td><td>Learning &amp; prototyping<\/td><td>Browser<\/td><td>Cloud<\/td><td>Online coding<\/td><td>4.5\/5<\/td><\/tr><tr><td>10<\/td><td>OpenAI Codex<\/td><td>AI programming<\/td><td>API\/Cloud<\/td><td>Managed<\/td><td>Code generation<\/td><td>4.7\/5<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Weighted Evaluation Table<\/h1>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>No.<\/th><th>Tool Name<\/th><th>Code Quality 25%<\/th><th>Ease of Use 15%<\/th><th>Language Support 15%<\/th><th>Security 10%<\/th><th>Scalability 10%<\/th><th>Integration 10%<\/th><th>Value 15%<\/th><th>Total Score<\/th><\/tr><\/thead><tbody><tr><td>1<\/td><td>GitHub Copilot<\/td><td>25<\/td><td>15<\/td><td>15<\/td><td>10<\/td><td>10<\/td><td>10<\/td><td>14<\/td><td>99<\/td><\/tr><tr><td>2<\/td><td>Cursor AI<\/td><td>24<\/td><td>15<\/td><td>15<\/td><td>10<\/td><td>10<\/td><td>10<\/td><td>14<\/td><td>98<\/td><\/tr><tr><td>3<\/td><td>Amazon Q Developer<\/td><td>24<\/td><td>14<\/td><td>15<\/td><td>10<\/td><td>10<\/td><td>10<\/td><td>14<\/td><td>97<\/td><\/tr><tr><td>4<\/td><td>Tabnine<\/td><td>23<\/td><td>15<\/td><td>14<\/td><td>10<\/td><td>10<\/td><td>10<\/td><td>14<\/td><td>96<\/td><\/tr><tr><td>5<\/td><td>Codeium Windsurf<\/td><td>24<\/td><td>15<\/td><td>14<\/td><td>9<\/td><td>10<\/td><td>10<\/td><td>14<\/td><td>96<\/td><\/tr><tr><td>6<\/td><td>JetBrains AI Assistant<\/td><td>23<\/td><td>15<\/td><td>15<\/td><td>10<\/td><td>10<\/td><td>10<\/td><td>13<\/td><td>96<\/td><\/tr><tr><td>7<\/td><td>Gemini Code Assist<\/td><td>24<\/td><td>14<\/td><td>15<\/td><td>10<\/td><td>10<\/td><td>10<\/td><td>14<\/td><td>97<\/td><\/tr><tr><td>8<\/td><td>Sourcegraph Cody<\/td><td>23<\/td><td>13<\/td><td>15<\/td><td>10<\/td><td>10<\/td><td>10<\/td><td>13<\/td><td>94<\/td><\/tr><tr><td>9<\/td><td>Replit AI<\/td><td>22<\/td><td>15<\/td><td>14<\/td><td>9<\/td><td>9<\/td><td>10<\/td><td>14<\/td><td>93<\/td><\/tr><tr><td>10<\/td><td>OpenAI Codex<\/td><td>24<\/td><td>14<\/td><td>15<\/td><td>10<\/td><td>10<\/td><td>10<\/td><td>14<\/td><td>97<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Which AI Code Assistant Is Right for You?<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Choose <strong>GitHub Copilot<\/strong> for general software development.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Choose <strong>Cursor AI<\/strong> for AI-first coding workflows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Choose <strong>Amazon Q Developer<\/strong> for AWS development.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Choose <strong>Tabnine<\/strong> for privacy-focused enterprise coding.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Choose <strong>Codeium Windsurf<\/strong> for modern AI editing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Choose <strong>JetBrains AI Assistant<\/strong> for JetBrains IDE users.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Choose <strong>Gemini Code Assist<\/strong> for Google Cloud development.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Choose <strong>Sourcegraph Cody<\/strong> for large enterprise codebases.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Choose <strong>Replit AI<\/strong> for learning and prototyping.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Choose <strong>OpenAI Codex<\/strong> for advanced AI programming workflows.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Implementation Playbook<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Phase 1: Define Development Goals<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Identify coding needs<\/li>\n\n\n\n<li>Select supported languages<\/li>\n\n\n\n<li>Define security requirements<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Phase 2: Integrate AI Assistant<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Install IDE extensions<\/li>\n\n\n\n<li>Configure permissions<\/li>\n\n\n\n<li>Set usage policies<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Phase 3: Train Development Teams<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Explain AI workflows<\/li>\n\n\n\n<li>Review generated code<\/li>\n\n\n\n<li>Establish best practices<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Phase 4: Monitor Usage<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Track productivity<\/li>\n\n\n\n<li>Review security issues<\/li>\n\n\n\n<li>Improve workflows<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Phase 5: Continuous Improvement<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Update policies<\/li>\n\n\n\n<li>Improve AI adoption<\/li>\n\n\n\n<li>Maintain code quality<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Common Mistakes<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Accepting AI-generated code without review<\/li>\n\n\n\n<li>Ignoring security concerns<\/li>\n\n\n\n<li>Sharing sensitive code improperly<\/li>\n\n\n\n<li>Over-dependence on AI suggestions<\/li>\n\n\n\n<li>Not defining usage guidelines<\/li>\n\n\n\n<li>Skipping testing<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">FAQs<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. What are AI Code Assistants?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI Code Assistants are tools that help developers write, understand, and improve software code using artificial intelligence.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. How do AI Code Assistants improve productivity?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">They reduce repetitive coding work and provide faster development support.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. Can AI Code Assistants generate complete applications?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Some tools can generate large portions of applications, but developer review is required.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4. Which programming languages do AI Code Assistants support?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Most support popular languages such as Python, JavaScript, Java, C++, and many others.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5. Are AI Code Assistants safe for enterprise use?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yes, with proper security policies and privacy controls.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>6. Can AI assistants find bugs?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Many tools can identify possible errors and suggest fixes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>7. Do AI Code Assistants replace developers?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">No, they assist developers and improve productivity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>8. Can AI Code Assistants create tests?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yes, many tools can generate unit tests and testing suggestions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>9. Are AI Code Assistants useful for beginners?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yes, they help beginners learn programming concepts.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>10. What is the future of AI coding assistants?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">They will become more capable development partners supporting complete software workflows.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">Conclusion<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">AI Code Assistants are transforming modern software development by helping developers write code faster, understand complex systems, and improve productivity. These tools provide valuable support across coding, debugging, testing, and documentation workflows.Platforms such as GitHub Copilot, Cursor AI, Amazon Q Developer, Tabnine, Gemini Code Assist, Sourcegraph Cody, and OpenAI Codex are helping organizations build software more efficiently.As AI continues advancing, AI Code Assistants will become an important part of software engineering workflows, enabling developers to create secure, reliable, and innovative applications faster.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction AI Code Assistants are software development tools that use artificial intelligence to help developers write, understand, debug, test, and [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[664,614,312,615,204],"class_list":["post-4277","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-aiautomation","tag-aicodeassistant","tag-artificialintelligence","tag-developertools","tag-softwareengineering"],"_links":{"self":[{"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/4277","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/comments?post=4277"}],"version-history":[{"count":1,"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/4277\/revisions"}],"predecessor-version":[{"id":4279,"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/4277\/revisions\/4279"}],"wp:attachment":[{"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=4277"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=4277"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=4277"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}