--- title: Build AI across client and cloud with AMD ROCm and... description: AMD's ROCm software stack is being positioned as a unified, open-source AI platform spanning client devices to cloud infrastructure. Key highlights include 3x... canonical: https://daily.dev/posts/build-ai-across-client-and-cloud-with-amd-rocm-and-microsoft-brksp93-gzwavqnhi twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Build AI across client and cloud with AMD ROCm and Microsoft | BRKSP93 | daily.dev og:description: AMD's ROCm software stack is being positioned as a unified, open-source AI platform spanning client devices to cloud infrastructure. Key highlights include 3x... og:url: https://daily.dev/posts/build-ai-across-client-and-cloud-with-amd-rocm-and-microsoft-brksp93-gzwavqnhi og:image: https://api.daily.dev/og/posts/GZwavQNhi.png og:image:alt: Build AI across client and cloud with AMD ROCm and Microsoft | BRKSP93 og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Build AI across client and cloud with AMD ROCm and Microsoft | BRKSP93 **[Microsoft Developer](https://daily.dev/sources/microsoftdeveloper)** · 18 min read · 0 upvotes · 0 comments ## Summary AMD's ROCm software stack is being positioned as a unified, open-source AI platform spanning client devices to cloud infrastructure. Key highlights include 3x faster prefill and 40% faster decode performance improvements, unified memory support for Ryzen AI APUs, and a hybrid routing solution called Lemonade that intelligently directs LLM prompts to either local models or cloud providers (like Azure/GPT-4.1) based on complexity, privacy, and cost. A live demo showed VLM semantic router detecting PII data and routing it to a local Qwen 3.5B model on a Ryzen AI laptop, while complex queries go to cloud models. The overarching theme is execution velocity as the key competitive advantage in the AI era. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Lemonade 11.9 Local AI Server Released With Super Exciting AMD ROCm HRX Backend](https://daily.dev/posts/lemonade-11-9-local-ai-server-released-with-super-exciting-amd-rocm-hrx-backend-oqelo2sdt) · Phoronix · 0 upvotes · 0 comments - [I switched my local AI setup to AMD's Lemonade after Nvidia support landed, and solved my local AI portability problem](https://daily.dev/posts/i-switched-my-local-ai-setup-to-amd-s-lemonade-after-nvidia-support-landed-and-solved-my-local-ai-p-ede18yoda) · XDA Developers · 1 upvotes · 0 comments --- Tags: [#local-ai](https://daily.dev/tags/local-ai), [#ai-inference](https://daily.dev/tags/ai-inference) [View this post on daily.dev](https://daily.dev/posts/build-ai-across-client-and-cloud-with-amd-rocm-and-microsoft-brksp93-gzwavqnhi) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Build AI across client and cloud with AMD ROCm and Microsoft | BRKSP93","url":"https://daily.dev/posts/build-ai-across-client-and-cloud-with-amd-rocm-and-microsoft-brksp93-gzwavqnhi","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/build-ai-across-client-and-cloud-with-amd-rocm-and-microsoft-brksp93-gzwavqnhi"},"datePublished":"2026-06-09T05:30:30.926Z","dateModified":"2026-06-09T05:31:22.081Z","description":"AMD's ROCm software stack is being positioned as a unified, open-source AI platform spanning client devices to cloud infrastructure. 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