--- title: Inside Atlas: the operations platform we built for ourselves description: Tuist, a small company, built its own internal operations platform called Atlas instead of relying on off-the-shelf SaaS tools, drawing inspiration from... canonical: https://daily.dev/posts/inside-atlas-the-operations-platform-we-built-for-ourselves-x6brqreuv twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Inside Atlas: the operations platform we built for ourselves | daily.dev og:description: Tuist, a small company, built its own internal operations platform called Atlas instead of relying on off-the-shelf SaaS tools, drawing inspiration from... og:url: https://daily.dev/posts/inside-atlas-the-operations-platform-we-built-for-ourselves-x6brqreuv og:image: https://api.daily.dev/og/posts/x6bRQReuv.png og:image:alt: Inside Atlas: the operations platform we built for ourselves 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. # Inside Atlas: the operations platform we built for ourselves **[ Tuist ](https://daily.dev/sources/tuist-blog)** · 14 min read · 0 upvotes · 0 comments ## Summary Tuist, a small company, built its own internal operations platform called Atlas instead of relying on off-the-shelf SaaS tools, drawing inspiration from Shopify's internal tooling philosophy. Atlas covers sales/CRM, finances, and product operations, all built on Elixir with Phoenix LiveView, a custom design system called Noora, and an in-house agent framework called Condukt. The platform uses LLMs (currently Kimi 2.6 via Fireworks AI) to route context, summarize deals, categorize transactions, and act on observability signals from tools like Grafana and Sentry. It exposes an MCP interface and a Slack bot inspired by Shopify's River, and runs entirely on the company's own Kubernetes cluster. The team plans to expand Atlas into document search and is considering open-sourcing the product-management side of their process, though not Atlas itself. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### How does Tuist's internal Elixir framework Condukt let AI agents run tools remotely and securely? Condukt lets tools execute outside the process or machine running the agent, spawning them in isolated environments with their own security boundary. This matters when an agent touches financial or production data. Because the abstraction is general, Condukt can also drive full coding harnesses like opencode or pi as tools the agent invokes when it needs to write code. _Developers designing agent-tool isolation patterns can follow real-world architectures like this one on daily.dev._ ### Which LLM does Tuist use to power its internal operations agents, and why? Tuist runs Kimi 2.6 hosted through Fireworks AI for its operations agents, choosing it for a strong balance of value against cost. For more demanding coding-related tasks they may explore other models better suited to that work, and their architecture is built so swapping the underlying model is a small change rather than a rewrite. _Teams evaluating LLM providers for cost versus capability trade-offs can track comparisons like this on daily.dev._ ## Similar posts on daily.dev - [How we built an AI-first operations platform at Tuist](https://daily.dev/posts/how-we-built-an-ai-first-operations-platform-at-tuist-ire7tgk5n) · Tuist · 0 upvotes · 0 comments - [Phoenix LiveView beyond SaaS: Robotics fleet management](https://daily.dev/posts/phoenix-liveview-beyond-saas-robotics-fleet-management-tisyoo16o) · Curiosum · 0 upvotes · 0 comments - [I wanted a private AI app hosting platform, so I built one.](https://daily.dev/posts/i-wanted-a-private-ai-app-hosting-platform-so-i-built-one--zetuay0vw) · Medium · 1 upvotes · 0 comments - [Slate scopes product ideas around users, not infrastructure](https://daily.dev/posts/slate-scopes-product-ideas-around-users-not-infrastructure-qewyjixdc) · Tinybird · 1 upvotes · 0 comments --- Tags: [#llm](https://daily.dev/tags/llm), [#kubernetes](https://daily.dev/tags/kubernetes), [#ai-agents](https://daily.dev/tags/ai-agents), [#elixir](https://daily.dev/tags/elixir) [View this post on daily.dev](https://daily.dev/posts/inside-atlas-the-operations-platform-we-built-for-ourselves-x6brqreuv) ```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":"Inside Atlas: the operations platform we built for ourselves","url":"https://daily.dev/posts/inside-atlas-the-operations-platform-we-built-for-ourselves-x6brqreuv","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/inside-atlas-the-operations-platform-we-built-for-ourselves-x6brqreuv"},"datePublished":"2026-08-23T12:22:12.806Z","dateModified":"2026-08-23T12:52:04.528Z","description":"Tuist, a small company, built its own internal operations platform called Atlas instead of relying on off-the-shelf SaaS tools, drawing inspiration from...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/ce782f3c540b136e4bca9d34d3da1d8c?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/ce782f3c540b136e4bca9d34d3da1d8c?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"\n Tuist\n ","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":"\n Tuist\n ","logo":"https://media.daily.dev/image/upload/s--3AYDH23h--/f_auto,q_auto/v1787487506/logos/tuist-blog?_a=BAMAMicg0","url":"https://daily.dev/sources/tuist-blog"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/inside-atlas-the-operations-platform-we-built-for-ourselves-x6brqreuv","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"llm,kubernetes,ai-agents,elixir","timeRequired":"PT14M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"\n Tuist\n ","item":"https://daily.dev/sources/tuist-blog"},{"@type":"ListItem","position":3,"name":"Inside Atlas: the operations platform we built for ourselves"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/inside-atlas-the-operations-platform-we-built-for-ourselves-x6brqreuv#faq","mainEntity":[{"@type":"Question","name":"How does Tuist's internal Elixir framework Condukt let AI agents run tools remotely and securely?","acceptedAnswer":{"@type":"Answer","text":"Condukt lets tools execute outside the process or machine running the agent, spawning them in isolated environments with their own security boundary. 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