{"id":882,"date":"2023-11-29T23:57:52","date_gmt":"2023-11-29T18:27:52","guid":{"rendered":"https:\/\/codetruyt.wordpress.com\/2023\/11\/29\/5-new-ai-enabled-low-code-app-development-platforms-v2023\/"},"modified":"2024-07-24T10:11:43","modified_gmt":"2024-07-24T10:11:43","slug":"ai-enabled-low-code-app-development-platforms","status":"publish","type":"post","link":"https:\/\/www.codetru.com\/blog\/ai-enabled-low-code-app-development-platforms\/","title":{"rendered":"5 New AI-enabled Low Code App Development Platforms v2023"},"content":{"rendered":"<p id=\"x7pok47314\" class=\"_9ahoU fZmnj\">In the ever-evolving landscape of app development, the rise of low-code platforms has been nothing short of revolutionary. These platforms empower developers to create applications with minimal hand-coding, accelerating the development process and democratizing app creation. What adds an extra layer of intrigue to this phenomenon is the integration of <a href=\"https:\/\/www.codetru.com\/blog\/ai-strategy-101-succeed-in-ai-age\/\">artificial intelligence (AI)<\/a> into these low-code platforms, propelling them into a new era of innovation and efficiency.<\/p>\n<p id=\"trbj91020\" class=\"_9ahoU fZmnj\">According to a report by Gartner, by 2025, <a class=\"w6FDh _7OP8j\" href=\"https:\/\/www.outsystems.com\/blog\/posts\/low-code-market\/\" target=\"_blank\" rel=\"nofollow ugc noopener\" data-hook=\"WebLink\"><u>70%<\/u><\/a> of new applications developed by enterprises will use low-code or no-code technologies<\/p>\n<p id=\"8hove1432\" class=\"_9ahoU fZmnj\">Low-code app development platforms are becoming increasingly popular among businesses and individuals who want to create applications without writing complex code. These platforms allow users to build apps using graphical user interfaces, drag-and-drop components, pre-built templates, and other tools that simplify the development process. Low-code platforms enable faster, cheaper, and more accessible app creation, as well as easier maintenance and scalability.<\/p>\n<p id=\"e625o2178\" class=\"_9ahoU fZmnj\">However, low-code platforms are not without limitations. They still require some technical skills and knowledge, such as data modeling, logic design, and integration. They may also lack the flexibility and customization that some users need for their specific use cases. Moreover, low-code platforms may not be able to handle the increasing complexity and diversity of data and user demands in the digital age.<\/p>\n<p id=\"ekkke2602\" class=\"_9ahoU fZmnj\">This is where artificial intelligence (AI) comes in. AI can enhance low-code platforms by automating some of the tasks that users have to do manually, such as data analysis, app design, testing, and deployment. Integrating AI can also enable low-code platforms to handle more complex and varied data and scenarios, such as natural language processing, computer vision, and sentiment analysis.<\/p>\n<h2 id=\"2gb6s2984\" class=\"PdH9H WQ81h\" dir=\"auto\">Understanding Low-Code App Development Platforms<\/h2>\n<p id=\"e922\" class=\"_9ahoU fZmnj\">Low-code app development platforms are the latest addition to the diverse world of applications. These are software tools that allow users to create applications without writing a lot of code, or sometimes without writing any code at all. Users can create apps for various purposes, such as web, mobile, desktop, cloud, and IoT without needing the technical knowledge of coding.<\/p>\n<p id=\"binve3573\" class=\"_9ahoU fZmnj\">While the ease of development is one of the primary and most-talked-about benefit of Low-code platforms, they also have several other benefits and use cases for businesses and individuals such as:<\/p>\n<h3 id=\"9wmhb4222\" class=\"J64ki WQ81h\" dir=\"auto\">Faster App Development and Delivery<\/h3>\n<p id=\"ax37r2587\" class=\"_9ahoU fZmnj\">Low-code platforms reduce the time and effort required to create and deploy apps, as users do not have to write complex code or deal with technical issues.<\/p>\n<div>\n<ul id=\"pz5ckufeqna5zy587018\" class=\"Me0WR\">\n<li id=\"fwtffufeqna5zy587012\" class=\"i63r8\" dir=\"auto\">\n<p id=\"yre0m152\" class=\"_9ahoU fZmnj\"><strong>Lower Cost: <\/strong>There is a significant reduction in the cost and risk associated with app development, as users do not have to hire expensive developers or invest in infrastructure and maintenance.<\/p>\n<\/li>\n<li id=\"oqs8rufeqna5zy587014\" class=\"i63r8\" dir=\"auto\">\n<p id=\"tht5s155\" class=\"_9ahoU fZmnj\"><strong>Higher Accessibility and Productivity: <\/strong>These platforms have made app development more accessible to the general user as they don\u2019t need to possess advanced technical skills or knowledge.<\/p>\n<\/li>\n<li id=\"robjsufeqna5zy587016\" class=\"i63r8\" dir=\"auto\">\n<p id=\"3ujio158\" class=\"_9ahoU fZmnj\"><strong>Greater Flexibility and Customization: <\/strong>Low-code platforms can easily integrate with other systems and platforms, like databases, APIs, and third-party services according to the needs and preferences of the user<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<h2 id=\"90tch8321\" class=\"PdH9H WQ81h\" dir=\"auto\">Use Cases for Low-code Platforms<\/h2>\n<div>\n<ul id=\"9bihqufeqna5zy587028\" class=\"Me0WR\">\n<li id=\"roq9oufeqna5zy587020\" class=\"i63r8\" dir=\"auto\">\n<p id=\"rmq3o163\" class=\"_9ahoU fZmnj\"><strong>Business Process Automation<\/strong>: Low-code platforms can help users automate and optimize their business processes, such as workflows, approvals, notifications, and reports simplifying the day-to-day tasks.<\/p>\n<\/li>\n<li id=\"6aog7ufeqna5zy587022\" class=\"i63r8\" dir=\"auto\">\n<p id=\"myozq166\" class=\"_9ahoU fZmnj\"><strong>Customer Experience:<\/strong> With low code, you can build engaging and consistent experiences for your customers across different devices and channels. For example, you can create web portals, native mobile apps, and progressive web apps (PWAs) that integrate with your existing systems and data sources. <a class=\"w6FDh _7OP8j\" href=\"https:\/\/www.mendix.com\/low-code-guide\/low-code-use-cases\/\" target=\"_blank\" rel=\"nofollow ugc noopener\" data-hook=\"WebLink\"><u>You can also customize the user interface, add features, and update the apps easily<\/u><\/a><\/p>\n<\/li>\n<li id=\"7fjccufeqna5zy587024\" class=\"i63r8\" dir=\"auto\">\n<p id=\"9akj7170\" class=\"_9ahoU fZmnj\"><strong>Data Management and Analytics<\/strong>: Low-code platforms can help manage and analyze your data, such as data sources, storage, integration, visualization and report generation.<\/p>\n<\/li>\n<li id=\"wnzfmufeqna5zy587026\" class=\"i63r8\" dir=\"auto\">\n<p id=\"esyhc173\" class=\"_9ahoU fZmnj\"><strong>Innovation and Experimentation:<\/strong> Low-code platforms can help users innovate and experiment with new ideas and solutions, such as prototypes, MVPs, and POCs. Low-code platforms can also help users test and validate their assumptions and hypotheses.<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<h2 id=\"izycq16612\" class=\"PdH9H WQ81h\" dir=\"auto\">The Emergence of AI in Low-Code Platforms<\/h2>\n<p id=\"fd94\" class=\"_9ahoU fZmnj\">AI enhances low-code platforms by automating some of the tasks that users have to do manually, such as data analysis, app design, <a href=\"https:\/\/www.codetru.com\/software-testing-services\">software testing<\/a>, and deployment. It also provides insights and recommendations that can help users improve their app performance and user experience. AI can also enable low-code platforms to handle more complex and varied data and scenarios, such as natural language processing, computer vision, and sentiment analysis.<\/p>\n<p id=\"js6af17543\" class=\"_9ahoU fZmnj\">According to Gartner, the worldwide market for low-code development technologies is projected to total <a class=\"w6FDh _7OP8j\" href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2022-12-13-gartner-forecasts-worldwide-low-code-development-technologies-market-to-grow-20-percent-in-2023\" target=\"_blank\" rel=\"nofollow ugc noopener\" data-hook=\"WebLink\"><u>$26.9 billion in 2023,<\/u><\/a> an increase of 19.6% from 2022<\/p>\n<p id=\"9o5wl21632\" class=\"_9ahoU fZmnj\">AI is being integrated into low-code platforms in various ways, such as:<\/p>\n<h3 id=\"idscn44275\" class=\"J64ki WQ81h\" dir=\"auto\">AI-assisted App Development<\/h3>\n<p id=\"fluhs45777\" class=\"_9ahoU fZmnj\">AI can assist where it helps users in the app development process, such as suggesting the best components and picking layouts, and features for their app, based on their goals, data, and user behavior. AI can also generate code or app logic for users, based on their inputs and preferences.<\/p>\n<h3 id=\"fgo8346737\" class=\"J64ki WQ81h\" dir=\"auto\">AI-powered App Performance<\/h3>\n<p id=\"muvgw48111\" class=\"_9ahoU fZmnj\">AI can power the app performance, such as optimizing the app speed, scalability, and reliability, based on the app usage and environment. It also monitors and troubleshoots the app issues, such as errors, bugs, and anomalies, and provides solutions or alerts for users.<\/p>\n<h3 id=\"7d8fx49253\" class=\"J64ki WQ81h\" dir=\"auto\">AI-enhanced App Functionality<\/h3>\n<p id=\"vf98u50655\" class=\"_9ahoU fZmnj\">AI can enhance the app functionality, such as adding advanced features and capabilities to the app, such as NLP, computer vision, and sentiment analysis. AI can also enable the app to adapt and personalize to the user needs and preferences, such as content, recommendations, and interactions.<\/p>\n<h3 id=\"gl198192\" class=\"J64ki WQ81h\" dir=\"auto\">AI-driven App Insights<\/h3>\n<p id=\"qcjm454174\" class=\"_9ahoU fZmnj\">AI can drive the app insights, such as analyzing the app data and user behavior, and providing insights and reports for users. AI can also provide suggestions and feedback for users to improve their app outcomes and user satisfaction.<\/p>\n<p id=\"1m6sv17972\" class=\"_9ahoU fZmnj\"><strong>AI-enabled low-code platforms have several benefits and potential for businesses and individuals.<\/strong><\/p>\n<div>\n<ul id=\"tcajaufeqna5zy587050\" class=\"Me0WR\">\n<li id=\"v0icdufeqna5zy587044\" class=\"i63r8\" dir=\"auto\">\n<p id=\"bxx6h197\" class=\"_9ahoU fZmnj\"><strong>Higher efficiency and Quality<\/strong>: As users can rely on AI to automate and optimize some of the tasks that they perform manually, these platforms increase the overall efficiency and quality of app development and delivery,.<\/p>\n<\/li>\n<li id=\"j0uknufeqna5zy587046\" class=\"i63r8\" dir=\"auto\">\n<p id=\"4ox00200\" class=\"_9ahoU fZmnj\"><strong>Lower Barriers and Complexity<\/strong>: AI-enabled low-code platforms can lower the barriers and complexity of apps, as users do not have to possess advanced technical skills or knowledge.<\/p>\n<\/li>\n<li id=\"53warufeqna5zy587048\" class=\"i63r8\" dir=\"auto\">\n<p id=\"fzjiu203\" class=\"_9ahoU fZmnj\"><strong>Greater Creativity and Innovation<\/strong>: With such platforms, users can leverage AI to generate and experiment with new ideas and solutions, which enables them to create more engaging and personalized app experiences for their customers and users.<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<h2 id=\"5s7sa18402\" class=\"PdH9H WQ81h\" dir=\"auto\">Examples of AI-Enabled Low-Code Platforms<\/h2>\n<p id=\"d72c\" class=\"_9ahoU fZmnj\">Several AI-enabled low-code platforms are available in the market, each with its own unique AI features and advantages. Here are some of the examples of AI-enabled low-code platforms that you can try:<\/p>\n<h3 id=\"3w2le22382\" class=\"J64ki WQ81h\" dir=\"auto\">Microsoft Power Platform<\/h3>\n<p id=\"8lsn923481\" class=\"_9ahoU fZmnj\"><a class=\"w6FDh _7OP8j\" href=\"https:\/\/www.microsoft.com\/en-us\/power-platform\" target=\"_blank\" rel=\"nofollow ugc noopener\" data-hook=\"WebLink\"><u>Microsoft Power Platform<\/u><\/a> is a low-code platform that allows users to create apps, workflows, chatbots, and dashboards, using tools such as Power Apps, Power Automate, Power Virtual Agents, and Power BI. It easily integrates with Microsoft\u2019s AI services, such as Azure Services to enable users to add AI capabilities to their apps, such as text and speech recognition, image and video analysis, natural language understanding, and machine learning models.<\/p>\n<h3 id=\"2tmtr24264\" class=\"J64ki WQ81h\" dir=\"auto\">Airtable AI (beta)<\/h3>\n<p id=\"1ai6c25181\" class=\"_9ahoU fZmnj\">It is a low-code platform that lets you create apps using spreadsheets, databases, and integrations. <a class=\"w6FDh _7OP8j\" href=\"https:\/\/www.airtable.com\/platform\/ai\" target=\"_blank\" rel=\"nofollow ugc noopener\" data-hook=\"WebLink\"><u>Airtable AI<\/u><\/a> is currently in beta, and it aims to provide users with AI features, such as data extraction, data enrichment, data analysis, and data visualization, to help them manage and leverage their data. It also plans to offer users with AI assistants, such as app builders, app testers, and app optimizers, to help users create and improve their apps.<\/p>\n<h3 id=\"hxee125987\" class=\"J64ki WQ81h\" dir=\"auto\">Appian Platform<\/h3>\n<p id=\"pjevp27143\" class=\"_9ahoU fZmnj\">With every platform targeting a specific functionality, <a class=\"w6FDh _7OP8j\" href=\"https:\/\/appian.com\/\" target=\"_blank\" rel=\"nofollow ugc noopener\" data-hook=\"WebLink\"><u>Appian Platform<\/u><\/a> allows users to create apps, workflows, and automation, using their tools such as Appian Designer, Appian Automation, and Appian AI. It integrates seamlessly with Google Cloud\u2019s AI services to enable users to add AI capabilities like document understanding, sentiment analysis, and language translation to their apps.<\/p>\n<h3 id=\"pgl5b27969\" class=\"J64ki WQ81h\" dir=\"auto\">Creatio Atlas<\/h3>\n<p id=\"5aul529680\" class=\"_9ahoU fZmnj\"><a class=\"w6FDh _7OP8j\" href=\"https:\/\/www.creatio.com\/\" target=\"_blank\" rel=\"nofollow ugc noopener\" data-hook=\"WebLink\"><u>Creatio<\/u><\/a> allows users to create apps, processes, and CRM. Creatio Atlas integrates with its own AI services, to enable users to add AI capabilities to their apps, like data analysis, data visualization, and data prediction.<\/p>\n<h3 id=\"kesax31394\" class=\"J64ki WQ81h\" dir=\"auto\">Mendix<\/h3>\n<p id=\"79pio32943\" class=\"_9ahoU fZmnj\">Mendix is a platform that allows users to create <a class=\"w6FDh _7OP8j\" href=\"https:\/\/www.mendix.com\/\" target=\"_blank\" rel=\"nofollow ugc noopener\" data-hook=\"WebLink\"><u>apps, workflows, and automation<\/u><\/a>, using tools such as Mendix Studio, Mendix Studio Pro, and Mendix AI. It integrates with its own <a href=\"https:\/\/www.codetru.com\/ai-consulting-services\">AI services<\/a> to allow users to add AI capabilities to their apps, such as code generation, data integration, and app performance analysis<\/p>\n<p id=\"uslue33807\" class=\"_9ahoU fZmnj\"><strong>OutSystems<\/strong><\/p>\n<p id=\"ea2pq35323\" class=\"_9ahoU fZmnj\"><a class=\"w6FDh _7OP8j\" href=\"https:\/\/www.outsystems.com\/\" target=\"_blank\" rel=\"nofollow ugc noopener\" data-hook=\"WebLink\"><u>OutSystems<\/u><\/a> is a platform used to create apps, workflows, and automation. It combines its own AI services, such as OutSystems Optimizer, to enable users to add AI capabilities to their apps, such as app design, app testing, and app optimization.<\/p>\n<h2 id=\"zmoe019513\" class=\"PdH9H WQ81h\" dir=\"auto\">Latest Trends in Low-Code App Development Platforms<\/h2>\n<p id=\"e073\" class=\"_9ahoU fZmnj\">Low-code app development platforms are also evolving and innovating in the app development industry, as they incorporate new features and capabilities to meet the changing needs and demands of users and customers.<\/p>\n<p id=\"1952\" class=\"_9ahoU fZmnj\">Here are some of the current trends in the low-code platform industry:<\/p>\n<h3 id=\"21xby36704\" class=\"_9ahoU fZmnj\"><strong>AI Integration<\/strong><\/h3>\n<p id=\"j6a8537594\" class=\"_9ahoU fZmnj\">As we have seen in the previous section, AI integration is one of the major trends in low-code platforms, as it enhances the app development and functionality of low-code platforms. It provide insights and recommendations that can help users improve their app performance and user experience and handle more complex and varied data and scenarios that may be beyond the scope of traditional low-code platforms.<\/p>\n<h3 id=\"sqrvq39162\" class=\"_9ahoU fZmnj\"><strong>Citizen Development<\/strong><\/h3>\n<p id=\"umkcv40452\" class=\"_9ahoU fZmnj\">Citizen development is another trend in low-code platforms, as it empowers non-technical users to create and deploy apps without relying on IT professionals or developers. It enables low-code platforms to increase the accessibility and productivity of app development, as users do not have to possess advanced technical skills or knowledge. Citizen development also enables collaboration and communication among users, as they can share and review their app projects and feedback.<\/p>\n<h3 id=\"roqw041372\" class=\"_9ahoU fZmnj\"><strong>Hybrid Development<\/strong><\/h3>\n<p id=\"lpdsw42690\" class=\"_9ahoU fZmnj\">Hybrid development is a trend in low-code platforms, as it allows users to combine low-code and high-code approaches to create and customize their apps. It enables low-code platforms to offer greater flexibility and customization for app development, as users can choose from a variety of features and options that suit their needs and preferences.<\/p>\n<h2 id=\"mql1920681\" class=\"PdH9H WQ81h\" dir=\"auto\">Conclusion<\/h2>\n<p id=\"a7a9\" class=\"_9ahoU fZmnj\">In conclusion, the integration of AI into low-code <a href=\"https:\/\/www.codetru.com\/mobile-app-development-services\">app development<\/a> platforms marks a pivotal moment in the evolution of application development. The synergy between low-code and AI not only streamlines the development process but also unleashes unprecedented possibilities. As we stand on the cusp of this transformative era, the future of app development seems destined to be shaped by the powerful fusion of low-code platforms and artificial intelligence.<\/p>\n\n\n<h2 class=\"wp-block-heading\">FAQs on AI-enabled low-code App Development Platforms<\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1721815778595\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>1. What are AI-enabled low-code app development platforms?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p><strong>AI-enabled low-code app development platforms<\/strong> are tools that combine low-code development capabilities with artificial intelligence. These platforms allow users to create applications with minimal hand-coding, while AI features enhance the process by automating tasks such as data analysis, app design, and performance optimization. This integration simplifies the development process and increases the efficiency and functionality of the resulting applications.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1721815793073\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>2. How do AI-enabled low-code platforms handle complex app requirements?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p><strong>AI-enabled low-code platforms<\/strong> manage complex app requirements by leveraging AI to enhance their adaptability and customization options. AI can help automate the creation of sophisticated workflows, integrate with diverse data sources, and provide advanced analytics. This capability allows these platforms to cater to more intricate business needs and technical specifications, making it easier for users to handle complex scenarios without extensive coding.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1721815810076\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>3. What role does AI play in improving the user experience of low-code apps?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p><strong>AI plays a crucial role in enhancing the user experience<\/strong> of low-code apps by personalizing interactions and optimizing performance. AI-driven features such as user behavior analytics, dynamic content recommendations, and real-time feedback help tailor the app experience to individual preferences. Additionally, AI can streamline navigation and interface design, making apps more intuitive and user-friendly.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1721815830176\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>4. How does the integration of AI impact the scalability of apps developed with low-code platforms?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p><strong>AI integration impacts the scalability<\/strong> of apps developed with low-code platforms by optimizing resource management and performance. AI tools can predict scaling needs based on user behavior and application usage patterns, allowing for automated adjustments to infrastructure and performance settings. This ensures that apps can efficiently handle increased loads and maintain performance as they grow.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1721815855374\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>5. What are the security implications of using AI in low-code app development?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p><strong>The security implications<\/strong> of using AI in low-code app development include enhanced threat detection and automated security protocols. AI can analyze patterns to identify potential vulnerabilities, automate security updates, and provide real-time alerts for suspicious activities. However, it is essential to ensure that AI systems are also secure and that proper measures are in place to prevent misuse or breaches related to the AI components themselves.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>In the ever-evolving landscape of app development, the rise of low-code platforms has been nothing short of revolutionary. These platforms [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":930,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[7,32,8,225,226],"views":2393,"_links":{"self":[{"href":"https:\/\/www.codetru.com\/blog\/wp-json\/wp\/v2\/posts\/882"}],"collection":[{"href":"https:\/\/www.codetru.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.codetru.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.codetru.com\/blog\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.codetru.com\/blog\/wp-json\/wp\/v2\/comments?post=882"}],"version-history":[{"count":3,"href":"https:\/\/www.codetru.com\/blog\/wp-json\/wp\/v2\/posts\/882\/revisions"}],"predecessor-version":[{"id":2050,"href":"https:\/\/www.codetru.com\/blog\/wp-json\/wp\/v2\/posts\/882\/revisions\/2050"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.codetru.com\/blog\/wp-json\/wp\/v2\/media\/930"}],"wp:attachment":[{"href":"https:\/\/www.codetru.com\/blog\/wp-json\/wp\/v2\/media?parent=882"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.codetru.com\/blog\/wp-json\/wp\/v2\/categories?post=882"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.codetru.com\/blog\/wp-json\/wp\/v2\/tags?post=882"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}