--- title: Local LLMs weren't enough, so I use a two-tier system... description: Running local LLMs exclusively sacrifices too much performance, while relying solely on cloud AI means surrendering private data. A two-tier hybrid approach... canonical: https://daily.dev/posts/local-llms-weren-t-enough-so-i-use-a-two-tier-system-that-keeps-my-sensitive-stuff-offline-ya6xh1k6u twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Local LLMs weren't enough, so I use a two-tier system that keeps my sensitive stuff offline | daily.dev og:description: Running local LLMs exclusively sacrifices too much performance, while relying solely on cloud AI means surrendering private data. A two-tier hybrid approach... og:url: https://daily.dev/posts/local-llms-weren-t-enough-so-i-use-a-two-tier-system-that-keeps-my-sensitive-stuff-offline-ya6xh1k6u og:image: https://api.daily.dev/og/posts/ya6Xh1K6u.png og:image:alt: Local LLMs weren't enough, so I use a two-tier system that keeps my sensitive stuff offline 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. # Local LLMs weren't enough, so I use a two-tier system that keeps my sensitive stuff offline **[XDA Developers](https://daily.dev/sources/xda-developers)** · 4 min read · 0 upvotes · 0 comments ## Summary Running local LLMs exclusively sacrifices too much performance, while relying solely on cloud AI means surrendering private data. A two-tier hybrid approach solves this: a local model handles all tasks first, extracting only the minimal relevant context needed, and only that distilled information is forwarded to a cloud model when extra capability is required. This keeps sensitive data off external servers while still accessing powerful AI for demanding tasks like coding, writing, and complex reasoning. The workflow also improves data hygiene by default, since the local model summarizes before anything reaches the cloud. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [I stopped trusting cloud AI with my personal files, and switched to this local setup instead](https://daily.dev/posts/i-stopped-trusting-cloud-ai-with-my-personal-files-and-switched-to-this-local-setup-instead-tiapdj9u3) · XDA Developers · 0 upvotes · 0 comments - [I finally stopped forcing local LLMs and switched back to cloud AI](https://daily.dev/posts/i-finally-stopped-forcing-local-llms-and-switched-back-to-cloud-ai-fcny6sldd) · XDA Developers · 1 upvotes · 0 comments - [Engineering managers ditch cloud AI for local LLMs](https://daily.dev/posts/engineering-managers-ditch-cloud-ai-for-local-llms-w7hfhzllf) · LeadDev · 1 upvotes · 0 comments --- Tags: [#privacy](https://daily.dev/tags/privacy), [#self-hosting](https://daily.dev/tags/self-hosting), [#local-ai](https://daily.dev/tags/local-ai) [View this post on daily.dev](https://daily.dev/posts/local-llms-weren-t-enough-so-i-use-a-two-tier-system-that-keeps-my-sensitive-stuff-offline-ya6xh1k6u) ```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":"Local LLMs weren't enough, so I use a two-tier system that keeps my sensitive stuff offline","url":"https://daily.dev/posts/local-llms-weren-t-enough-so-i-use-a-two-tier-system-that-keeps-my-sensitive-stuff-offline-ya6xh1k6u","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/local-llms-weren-t-enough-so-i-use-a-two-tier-system-that-keeps-my-sensitive-stuff-offline-ya6xh1k6u"},"datePublished":"2026-06-05T11:34:36.280Z","dateModified":"2026-06-05T11:35:04.699Z","description":"Running local LLMs exclusively sacrifices too much performance, while relying solely on cloud AI means surrendering private data. 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