{"id":8356,"date":"2025-10-17T01:01:42","date_gmt":"2025-10-17T01:01:42","guid":{"rendered":"https:\/\/huseyinthebrain.com\/cachengo\/?p=8356"},"modified":"2025-10-17T17:11:14","modified_gmt":"2025-10-17T17:11:14","slug":"cachengo-unveils-cachengogpt-to-unlock-llms-full-potential-with-direct-compute-control","status":"publish","type":"post","link":"https:\/\/huseyinthebrain.com\/cachengo\/news-room\/cachengo-unveils-cachengogpt-to-unlock-llms-full-potential-with-direct-compute-control\/","title":{"rendered":"Cachengo Unveils CachengoGPT to Unlock LLM&#8217;s Full Potential with Direct Compute Control"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8356\" class=\"elementor elementor-8356\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-30df0a3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30df0a3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f099208\" data-id=\"f099208\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-678a692 elementor-widget elementor-widget-text-editor\" data-id=\"678a692\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>Powered by noBGP&#8217;s orchestration MCP, CachengoGPT seamlessly connects ChatGPT, Claude, VS Code, Cursor, and other LLMs to distributed compute instances without public IPs or complex configurations<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb17273 elementor-widget elementor-widget-text-editor\" data-id=\"cb17273\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"dark\"><strong>PARIS-SACLAY, France, Oct. 16, 2025<\/strong> \u2013 <a href=\"\/\" title=\"Cachengo homepage\">Cachengo<\/a>, a pioneer in AI, compute, and storage solutions, has announced the launch of CachengoGPT, a groundbreaking platform that connects ChatGPT and other LLMs to Cachengo&#8217;s decentralized data center infrastructure. Powered by <a href=\"https:\/\/www.nobgp.com\/\" title=\"noBGP website\" target=\"_blank\">noBGP<\/a>, the only BGP (Border Gateway Protocol) alternative for private cloud networking, CachengoGPT enables the LLM to directly provision ephemeral Symbiote compute instances into the workspace. CachengoGPT empowers users to run compute and application workloads, analyze massive datasets, and overcome the inherent limitations of the traditional LLM sandboxes.<\/p>\n\n<p>Unlike standard AI chat interfaces restricted by file size caps, timeouts, and token limits, CachengoGPT provides direct access to a persistent compute environment. Users can upload datasets, write and execute scripts or applications, generate visualizations, and run multiple analyses in parallel, all from a simple natural language chat interface.<\/p>\n\n<p>noBGP allows users to automatically connect ChatGPT sessions to distributed Symbiote instances without the need for public IPs, firewalls, or router configurations. All data is end-to-end encrypted, ensuring a secure, private, and seamless workflow.<\/p>\n\n<p>&#8220;CachengoGPT removes the barriers that have frustrated data scientists, engineers, and analysts,&#8221; said Ash Young, CEO of Cachengo. &#8220;By pairing LLM&#8217;s conversational power with real compute infrastructure, users can finally analyze their data where it sits, run parallel experiments, and eliminate the inefficiencies of splitting files or battling timeouts. The future is today, direct AI control of compute.&#8221;<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f24bf5a elementor-widget elementor-widget-text-editor\" data-id=\"f24bf5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Benefits of CachengoGPT include:\n<ul class=\"tri\"><li>Overcoming LLM file upload limits (with persistent storage beyond session constraints)<\/li>\n\n<li>Eliminating timeouts on large datasets and long-running analyses<\/li>\n\n<li>Sharing persistent storage between multiple users or multiple AI tools<\/li>\n\n<li>Reducing hallucinations caused by context and token shortages<\/li>\n\n<li>Running multiple experiments, such as model comparisons, in parallel<\/li>\n\n<li>Full access to a compute solution for applications, scripting, analysis, and automation<\/li><\/ul><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0f160c elementor-widget elementor-widget-text-editor\" data-id=\"c0f160c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>By combining the accessibility of natural language interfaces with the power of distributed computing, CachengoGPT opens new opportunities for professionals working with data-intensive workflows.<\/p>\n\n<p>&#8220;The shift from cloud native to AI first is here, and for developers, the new benchmark is how much faster your dev stack produces outcomes,&#8221; said Ryo Koyama, CEO of noBGP.  &#8220;CachengoGPT is leading the next generation of cloud environments that are directly orchestratable by the LLM, if the fastest path to a solution is running multiple ephemeral nodes, AI can not only suggest it, they can deploy it.&#8221;<\/p>\n\n<p>CachengoGPT will be demonstrated at the OpenInfra Europe Summit on stage during the keynote and during a breakout session, where 1000 Symbiote compute nodes will be made available for developers to work with the solution directly. After the conference, the nodes will be available in a private beta. General availability will be in November, with users purchasing credits to access Symbiote compute resources by time increments.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f721c05 elementor-widget elementor-widget-heading\" data-id=\"f721c05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">About Cachengo<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-651acc6 elementor-widget elementor-widget-text-editor\" data-id=\"651acc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"dark\">Cachengo is a leader in decentralized AI, compute, and storage solutions, empowering everyday people and businesses to unlock new revenue streams through Rent-a-Node\u2122. With its Symbiote<span class=\"sup\">&reg;<\/span> architecture and the Knowhere\u2122 marketplace, Cachengo delivers secure, scalable, and cost-efficient infrastructure for the next generation of data centers &#8211; owned and operated by the people. Cachengo is also a Platinum Member of the OpenInfra Foundation, reinforcing their commitment to enabling organizations to deploy resilient AI workloads where they are most effective. Learn more at <a href=\"\/\" title=\"Cachengo homepage\">cachengo.com<\/a>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ac9d4d elementor-widget elementor-widget-heading\" data-id=\"8ac9d4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">About noBGP<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21591dd elementor-widget elementor-widget-text-editor\" data-id=\"21591dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"dark\">noBGP is transforming cloud networking by eliminating the internet&#8217;s legacy routing protocols to deliver secure, private, and automated connectivity. Built for modern cloud, hybrid, and AI-driven environments, the noBGP platform removes the need for BGP, DNS, VPNs, and public IPs, replacing decades of network complexity with simple, scalable private routing that deploys in minutes. Organizations use noBGP to streamline infrastructure, reduce risk, and accelerate innovation across multi-cloud and on-premises environments. Learn more at <a href=\"https:\/\/www.nobgp.com\/\" title=\"noBGP website\" target=\"_blank\">www.noBGP.com<\/a>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62c861f elementor-widget elementor-widget-text-editor\" data-id=\"62c861f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"dark\"><strong>Media Contacts:<\/strong><br \/>\nRick Medeiros<br \/>\nnoBGP<br \/>\nPhone: 510-556-8517<br \/>\nEmail: <a href=\"info@cachengo.com\">info@cachengo.com<\/a><\/p>\n\n<p class=\"dark\">Dmitry Lipkin<br \/>\nCachengo<br \/>\nPhone: 408-637-9129<br \/>\nEmail: <a href=\"mailto:dmitry@cachengo.com\">dmitry@cachengo.com<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Powered by noBGP&#8217;s orchestration MCP, CachengoGPT seamlessly connects ChatGPT, Claude, VS Code, Cursor, and other LLMs to distributed compute instances without public IPs or complex configurations PARIS-SACLAY, France, Oct. 16, 2025 \u2013 Cachengo, a pioneer in AI, compute, and storage solutions, has announced the launch of CachengoGPT, a groundbreaking platform that connects ChatGPT and other&hellip;&nbsp;<a href=\"https:\/\/huseyinthebrain.com\/cachengo\/news-room\/cachengo-unveils-cachengogpt-to-unlock-llms-full-potential-with-direct-compute-control\/\" rel=\"bookmark\">Read More &raquo;<span class=\"screen-reader-text\">Cachengo Unveils CachengoGPT to Unlock LLM&#8217;s Full Potential with Direct Compute Control<\/span><\/a><\/p>\n","protected":false},"author":8,"featured_media":8357,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"off","neve_meta_content_width":70,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","neve_meta_reading_time":"","_themeisle_gutenberg_block_has_review":false,"footnotes":""},"categories":[120],"tags":[31,10,195,193,192,199,190,191,197,196,33,194,200,133,111,45,198],"class_list":["post-8356","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-room","tag-ai","tag-cachengo","tag-cachengogpt","tag-chatgpt","tag-claude","tag-cursor","tag-llm","tag-llms","tag-mcp","tag-mcp-server","tag-news","tag-nobgp","tag-openinfra","tag-openinfra-foundation","tag-press","tag-software","tag-vs-code"],"yoast_head":"<!-- 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