--- title: Devin Outposts lets you run Devin sessions on your own... description: Cognition has launched Devin Outposts, a new feature that allows running Devin AI coding sessions on user-controlled infrastructure — including Mac minis, GPU... canonical: https://daily.dev/posts/devin-outposts-lets-you-run-devin-sessions-on-your-own-machines-fmxetakxg twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Devin Outposts lets you run Devin sessions on your own machines | daily.dev og:description: Cognition has launched Devin Outposts, a new feature that allows running Devin AI coding sessions on user-controlled infrastructure — including Mac minis, GPU... og:url: https://daily.dev/posts/devin-outposts-lets-you-run-devin-sessions-on-your-own-machines-fmxetakxg og:image: https://api.daily.dev/og/posts/FmxetAkXG.png og:image:alt: Devin Outposts lets you run Devin sessions on your own machines 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. # Devin Outposts lets you run Devin sessions on your own machines **[Collections](https://daily.dev/sources/collections)** · 2 min read · 2 upvotes · 0 comments ## Summary Cognition has launched Devin Outposts, a new feature that allows running Devin AI coding sessions on user-controlled infrastructure — including Mac minis, GPU machines, private VMs, or Kubernetes clusters. The architecture splits responsibilities: Devin's reasoning remains cloud-based while all command execution and file edits happen locally on the user's hardware, enabling AI-assisted development without exposing internal environments to external access. ## Content Cognition has launched Devin Outposts, a feature that splits Devin's agent loop from its execution environment. Devin's reasoning stays in Cognition's cloud, but every command, file edit, and process runs on infrastructure you control. That could be a Mac mini in your office, a GPU box in your lab, a VM inside a private network, or a Kubernetes cluster sitting next to your internal services. One user already has Devin running on a local Mac mini specifically to handle private customer data that can't leave the building - the kind of use case that's just not possible when everything runs in a third-party data center. ## Launch partners Several platforms launched integrations on day one: - **Modal** - open-source integration called `modal-devin`, supporting GPU-backed sessions, custom Docker images, workspace snapshotting, and fast cold-starts. Setup is a single command: `uvx modal-devin init`, which generates an orchestrator and worker function. - **Cloudflare** - Devin agents run in isolated sandboxes orchestrated by Workers. - **Daytona** - supports both Linux and Windows sandboxes, with per-team isolated outposts. - **E2B** - also confirmed as a supported environment. ## What this changes The core idea is straightforward: Devin's brain is a cloud service, but the machine it works on is now yours. That separation matters for teams with compliance requirements, private data, or workloads that need specific hardware like GPUs. Devin Outposts launched in alpha on July 21, 2026. ## Questions this post answers ### What is Devin Outposts and how does it change where Devin's agent runs? Devin Outposts is a Cognition feature that splits Devin's reasoning from its execution environment: the agent's reasoning stays in Cognition's cloud, but commands, file edits, and processes run on infrastructure the user controls, such as a Mac mini, a GPU box, a private VM, or a Kubernetes cluster. It launched in alpha on July 21, 2026. _Teams weighing AI coding agents against data residency needs can follow releases like this on daily.dev._ ### Which platforms support Devin Outposts at launch? Four launch partners support Devin Outposts: Modal, with an open-source modal-devin integration offering GPU-backed sessions, custom Docker images, workspace snapshotting, and fast cold-starts via a single uvx modal-devin init command; Cloudflare, running agents in Workers-orchestrated sandboxes; Daytona, supporting Linux and Windows sandboxes with per-team isolation; and E2B. _Anyone comparing sandbox providers for AI agent workloads can track integration news like this on daily.dev._ --- Tags: [#kubernetes](https://daily.dev/tags/kubernetes), [#devin](https://daily.dev/tags/devin) [View this post on daily.dev](https://daily.dev/posts/devin-outposts-lets-you-run-devin-sessions-on-your-own-machines-fmxetakxg) ```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":"Devin Outposts lets you run Devin sessions on your own machines","url":"https://daily.dev/posts/devin-outposts-lets-you-run-devin-sessions-on-your-own-machines-fmxetakxg","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/devin-outposts-lets-you-run-devin-sessions-on-your-own-machines-fmxetakxg"},"datePublished":"2026-07-21T17:52:45.895Z","dateModified":"2026-09-13T19:38:40.995Z","description":"Cognition has launched Devin Outposts, a new feature that allows running Devin AI coding sessions on user-controlled infrastructure — including Mac minis, GPU...","isAccessibleForFree":true,"articleSection":"Collections","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Collections","logo":"https://media.daily.dev/image/upload/s--fk_6ycEi--/f_auto,q_auto/v1780996001/logos/collections?_a=BAMAMiWQ0","url":"https://daily.dev/sources/collections"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/devin-outposts-lets-you-run-devin-sessions-on-your-own-machines-fmxetakxg","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"kubernetes,devin","timeRequired":"PT2M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Collections","item":"https://daily.dev/sources/collections"},{"@type":"ListItem","position":3,"name":"Devin Outposts lets you run Devin sessions on your own machines"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/devin-outposts-lets-you-run-devin-sessions-on-your-own-machines-fmxetakxg#faq","mainEntity":[{"@type":"Question","name":"What is Devin Outposts and how does it change where Devin's agent runs?","acceptedAnswer":{"@type":"Answer","text":"Devin Outposts is a Cognition feature that splits Devin's reasoning from its execution environment: the agent's reasoning stays in Cognition's cloud, but commands, file edits, and processes run on infrastructure the user controls, such as a Mac mini, a GPU box, a private VM, or a Kubernetes cluster. 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