{"id":6508,"date":"2025-10-25T01:38:16","date_gmt":"2025-10-25T01:38:16","guid":{"rendered":"https:\/\/www.myshirtai.com\/archives\/6508"},"modified":"2025-10-25T01:38:16","modified_gmt":"2025-10-25T01:38:16","slug":"kat-coder%ef%bc%9a%e5%bf%ab%e6%89%8bai%e7%bc%96%e7%a8%8b%e6%96%b0%e7%aa%81%e7%a0%b4","status":"publish","type":"post","link":"https:\/\/www.myshirtai.com\/en\/archives\/6508","title":{"rendered":"KAT-Coder: A New Breakthrough in Racer AI Programming"},"content":{"rendered":"<h2 class=\"wp-block-heading\" id=\"h-\u5feb\u624b\u8fdb\u519bai\u7f16\u7a0b-\u5168\u65b0\u4ea7\u54c1\u77e9\u9635\u4eae\u76f8\">Racer's foray into AI programming: new product matrix unveiled<\/h2>\n\n\n\n<p>In a world where the competition for AI technology is becoming more and more intense<strong>violin<\/strong>Announced its formal entry into the AI programming track. Following the release of KAT-Coder-Pro V1 and KAT-Coder-Exp-72B models, Racer launched a \"family bucket\" product matrix covering self-developed models, development tools and platforms, with the goal of providing developers with a comprehensive programming solution.<\/p>\n\n\n\n<p>This initiative not only reflects the technical strength of Crypto in the field of AI programming, but also shows its far-reaching layout in the commercialization of technology, seeking to build a closed-loop AI programming ecosystem.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-12.png\" alt=\"\" class=\"wp-image-2422\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-kat-coder\u7684\u4eae\u76f8\">Debut of KAT-Coder<\/h3>\n\n\n\n<p>KAT-Coder, as a core product in Racer's AI programming strategy, has attracted widespread attention in the developer community at home and abroad. Especially in <strong>SWE-bench<\/strong> Verify that the open source version of KAT-Coder in the list <strong>KAT-Dev-72B-Exp<\/strong> in order to <strong>74.6%<\/strong> The achievement surpasses such <strong>GPT<\/strong> cap (a poem) <strong>Claude<\/strong> and other top programming models.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/b9fbbe81c068e3aa850f20180a179fa1.png\" alt=\"\" class=\"wp-image-2423\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-kat-coder\u7684\u6280\u672f\u4eae\u70b9\">Technical Highlights of KAT-Coder<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u591a\u573a\u666f\u652f\u6301-\u8de8\u8d8a\u8bed\u8a00\u4e0e\u4efb\u52a1\">Multi-scenario support: across languages and tasks<\/h3>\n\n\n\n<p>The design of KAT-Coder not only focuses on model performance, but also takes into account the wide range of application scenarios. It supports more than 20 programming languages and a wide range of development tasks, and is able to cope with a wide range of needs from code generation, defect repair, performance optimization to code understanding and test case generation.<\/p>\n\n\n\n<p>During the training phase, KAT-Coder simulates more than 20 programming languages, 8 types of development scenarios and multiple task types in each scenario to ensure that the model is able to cope with complex engineering environments. This means that KAT-Coder provides stable support whether you are developing personal projects or handling enterprise-level development tasks.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u517c\u5bb9\u6027-\u65e0\u7f1d\u96c6\u6210\u4e3b\u6d41\u5f00\u53d1\u5de5\u5177\">Compatibility: Seamless integration with mainstream development tools<\/h3>\n\n\n\n<p>The KAT-Coder is extremely compatible, not only with the <strong>CodeFlicker<\/strong> development tools seamlessly and also works with <strong>Claude Code<\/strong>,<strong>Cline<\/strong>,<strong>Kilo<\/strong>,<strong>Roo Code<\/strong> and other mainstream development tools and coding intelligences are compatible. This provides developers with more choices and enables them to easily invoke the powerful programming capabilities of KAT-Coder in familiar development environments.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u9ad8\u6548\u7684\u7f16\u7801\u4e0e\u8c03\u8bd5\">Efficient coding and debugging<\/h3>\n\n\n\n<p>KAT-Coder not only generates high-quality code, but also performs code improvement and debugging. By means of <strong>Agentic Coding<\/strong> technology, KAT-Coder is able to perform performance optimization, functionality enhancement and bug fixes to existing code, providing developers with a more efficient coding experience.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-13.png\" alt=\"\" class=\"wp-image-2430\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-kat-coder\u7684\u5b9e\u9645\u5e94\u7528\u6848\u4f8b\">Practical application examples of KAT-Coder<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u7f51\u9875\u5185\u5bb9\u603b\u7ed3\u4e0e\u751f\u6210\">Web Content Summarization and Generation<\/h3>\n\n\n\n<p>KAT-Coder is able to create high-quality page structures from scratch in the process of generating a responsive web page. With a simple<strong>Content Summary<\/strong>task, the user only needs to provide the core content of the web page, and KAT-Coder can automatically generate a beautiful mobile visualization page.<\/p>\n\n\n\n<p>For example, when a user provides a GitHub link and asks to generate a web page suitable for mobile, KAT-Coder not only crawls the content of the page, but also optimizes the page layout and visual effects according to the request, and automatically generates a complete web page file with HTML, CSS, JavaScript, and so on.<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">Prompt: Summarize this page (https:\/\/github.com\/deepseek-ai\/DeepSeek-OCR) to generate a beautiful visualization page suitable for mobile.<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/9f85be64b504492eb53993d84198ce36.png\" alt=\"\" class=\"wp-image-2426\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u7535\u5546\u7f51\u7ad9\u5f00\u53d1\">E-commerce Web Development<\/h3>\n\n\n\n<p>KAT-Coder can also handle complex e-commerce website design tasks. In a practical application, the user requested to develop an e-commerce website with the selling point of \"Natural Wool + Urban Functions\", KAT-Coder automatically generates a page that meets the design standard according to the requirements, and provides functional modules such as brand introduction, product list, shopping cart, etc., demonstrating its powerful coding and design capabilities.<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">Prompt: design an e-commerce website focusing on the sale of \"wool sneakers\": with \"natural wool + urban functionality\" as the core selling point, the overall visual use of low saturated warm white, oatmeal color and fog gray gradient, highlighting the soft texture of wool. Includes brand introduction, product list, shopping cart and other functions.<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/be521257827869505fc4cb73d6147492.png\" alt=\"\" class=\"wp-image-2427\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3d\u7279\u6548\u4e0e\u6e38\u620f\u5f00\u53d1\">3D special effects and game development<\/h3>\n\n\n\n<p>KAT-Coder also supports more complex 3D effects and game development tasks. After generating a<strong>3D Particle Galaxy<\/strong>When it comes to special effects, KAT-Coder is able to automatically generate dynamic 3D effects and flowing nebulae effects based on simple commands provided by the user, demonstrating its powerful capabilities in graphic design and interactive development.<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">Prompt: Create a 3D particle galaxy with swirling nebulas, dynamic lighting.<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/240ac4e4152a8a673b0ccec22e7c808b.png\" alt=\"\" class=\"wp-image-2428\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/640-2.gif\" alt=\"\" class=\"wp-image-2429\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u5e02\u573a\u6f5c\u529b\u4e0e\u672a\u6765\u5c55\u671b\">Market Potential and Future Outlook<\/h2>\n\n\n\n<p>The power of the KAT-Coder makes it the best choice for <strong>AI Programming Field<\/strong> The \"dark horse\" has the potential to challenge the existing top programming models. In particular, the<strong>Engineering Development<\/strong>cap (a poem)<strong>Complex task generation<\/strong>In terms of performance, KAT-Coder has outperformed many mainstream closed-source models, demonstrating extremely high market competitiveness.<\/p>\n\n\n\n<p><strong>Want to know more about KAT-Coder?<\/strong><br>interviews<a href=\"https:\/\/www.streamlake.com\/product\/kat-coder\">Racer StreamLake Official Website<\/a>Get more details and explore practical applications of KAT-Coder in AI programming.<\/p>\n\n\n\n<p><strong>\ud83d\ude80 OpenAI Codex, Claude Code Experience Address:<\/strong><br>\ud83d\udc49 [Official Address &amp; Tutorial]:<a href=\"https:\/\/codex.blueshirtmap.com\">https:\/\/codex.blueshirtmap.com<\/a><br>\ud83d\udc49 [GitHub]:<a href=\"https:\/\/github.com\/Ivesfsy\/codex\">https:\/\/github.com\/Ivesfsy\/codex<\/a><\/p>\n\n\n\n<p>Learn more by contacting customer service v:<strong>abch891<\/strong>, and play sharing is done on a daily basis.<\/p>\n\n\n\n<table style=\"width: 100%;border-collapse: collapse;border: 1px solid #ddd\">\n<thead>\n<tr style=\"height: 48px;background-color: #f5f5f5\">\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\n<h4 style=\"margin: 0\">For more products, please check out<\/h4>\n<\/th>\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\n<h4 style=\"margin: 0\">See more at<\/h4>\n<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"height: 63px\">\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/en\/\" data-linktype=\"2\">ShirtAI - Penetrating Intelligence<\/a><\/td>\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/en\/archives\/4425\/\" data-linktype=\"2\">The AIGC Big Model: ushering in an era of dual revolution in engineering and science - Penetrating Intelligence<\/a><\/td>\n<\/tr>\n<tr style=\"height: 61px\">\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/en\/\" data-linktype=\"2\">1:1 Restoration of Claude and GPT Official Website - AI Cloud Native<\/a><\/td>\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bluelsqkj.com\/archives\/2876\" data-linktype=\"2\">Live Match App Global HD Sports Viewing Player (Recommended) - BlueShirt.com<\/a><\/td>\n<\/tr>\n<tr style=\"height: 54px\">\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/api.mygptmeta.com\/\" data-linktype=\"2\">Transit service based on official API - GPTMeta API<\/a><\/td>\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.zhihu.com\/question\/621055223\/answer\/3633615705\" data-linktype=\"2\">Help, can anyone of you provide some tips on how to ask questions on GPT? - Knowing<\/a><\/td>\n<\/tr>\n<tr style=\"height: 70px\">\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/shop.blueshirtmap.com\/\" data-linktype=\"2\">Global Virtual Goods Digital Store - Global SmarTone (Feng Ling Ge)<\/a><\/td>\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bilibili.com\/video\/BV1efpneYE54\/?spm_id_from=333.1387.homepage.video_card.click\" data-linktype=\"2\">How powerful is Claude airtfacts feature that GPT instantly doesn't smell good? -BeepBeep<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>","protected":false},"excerpt":{"rendered":"<p>\u5feb\u624b\u63a8\u51faAI\u7f16\u7a0b\u4ea7\u54c1\u77e9\u9635KAT-Coder\uff0c\u6db5\u76d6\u81ea\u7814\u6a21\u578b\u3001\u5de5\u5177\u4e0e\u5e73\u53f0\uff0c\u652f\u630120\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u53ca\u591a\u7c7b\u5f00\u53d1\u4efb\u52a1\u3002\u5176\u5f00\u6e90\u7248\u672cKAT-Dev-72B-Exp\u5728SWE-bench\u699c\u5355\u4ee574.6%\u6210\u7ee9\u8d85\u8d8aGPT\u4e0eClaude\u3002\u8be5\u6a21\u578b\u5177\u5907\u4ee3\u7801\u751f\u6210\u3001\u8c03\u8bd5\u3001\u4f18\u5316\u7b49\u80fd\u529b\uff0c\u517c\u5bb9\u4e3b\u6d41\u5f00\u53d1\u5de5\u5177\uff0c\u5e76\u5728\u7f51\u9875\u751f\u6210\u3001\u7535\u5546\u7f51\u7ad9\u30013D\u7279\u6548\u7b49\u9886\u57df\u5c55\u73b0\u5f3a\u5927\u5e94\u7528\u6f5c\u529b\uff0c\u6807\u5fd7\u7740\u5feb\u624b\u6b63\u5f0f\u8fdb\u519bAI\u7f16\u7a0b\u8d5b\u9053\u3002<\/p>","protected":false},"author":1,"featured_media":6507,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","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 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[53],"tags":[65,134,135],"class_list":["post-6508","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-ai-programming","tag-kuaishou-technology","tag-programming-tools"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v25.2) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>KAT-Coder\uff1a\u5feb\u624bAI\u7f16\u7a0b\u65b0\u7a81\u7834 - \u6e17\u900f\u667a\u80fd<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.myshirtai.com\/en\/archives\/6508\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" 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