--- title: Meet the new Rovo Chat: One prompt, multiple steps, zero... description: Atlassian has replaced Rovo Chat's multi-agent routing architecture with a new single-model reasoning engine called Long Horizon. Instead of handing off... canonical: https://daily.dev/posts/meet-the-new-rovo-chat-one-prompt-multiple-steps-zero-hand-holding-jmnlqu2ev twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Meet the new Rovo Chat: One prompt, multiple steps, zero hand-holding | daily.dev og:description: Atlassian has replaced Rovo Chat's multi-agent routing architecture with a new single-model reasoning engine called Long Horizon. Instead of handing off... og:url: https://daily.dev/posts/meet-the-new-rovo-chat-one-prompt-multiple-steps-zero-hand-holding-jmnlqu2ev og:image: https://api.daily.dev/og/posts/jmNLqU2EV.png og:image:alt: Meet the new Rovo Chat: One prompt, multiple steps, zero hand-holding 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. # Meet the new Rovo Chat: One prompt, multiple steps, zero hand-holding **[Atlassian](https://daily.dev/sources/atlassian)** · 6 min read · 0 upvotes · 0 comments ## Summary Atlassian has replaced Rovo Chat's multi-agent routing architecture with a new single-model reasoning engine called Long Horizon. Instead of handing off queries between specialized agents for Jira, Confluence, and Slack, one model now maintains full context across all tools and iterates through a think-call-observe-reflect loop up to 150 times per query. The change delivers an 8.5% improvement in offline answer quality, a 23% improvement on Confluence tasks, and a 37% reduction in perceived latency through real-time reasoning traces. Long Horizon enables new agentic workflows like creating Jira tickets from Slack messages, running long background research tasks, and deep cross-product reasoning. It runs on Claude Opus 4.x class models and supports third-party tool integration via MCP. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Long Horizon: How Atlassian Built a Reasoning Engine for Complex AI Tasks](https://daily.dev/posts/long-horizon-how-atlassian-built-a-reasoning-engine-for-complex-ai-tasks-ousoh13uy) · Atlassian · 1 upvotes · 0 comments - [How Rovo Chat embraces multi-agent orchestration](https://daily.dev/posts/how-rovo-chat-embraces-multi-agent-orchestration-2zqssnr1b) · Atlassian · 1 upvotes · 0 comments - [Opening the Door to Agent Autonomy: The Architecture Behind Rovo’s Agent Harness](https://daily.dev/posts/opening-the-door-to-agent-autonomy-the-architecture-behind-rovo-s-agent-harness-m8swgiilm) · Atlassian · 1 upvotes · 0 comments - [RovoCon SF 2026: Say Hello to Your New AI Teammate](https://daily.dev/posts/rovocon-sf-2026-say-hello-to-your-new-ai-teammate-293wsrlbm) · Atlassian · 0 upvotes · 0 comments - [Meet Rovo Chat in Bitbucket: your AI-powered teammate](https://daily.dev/posts/meet-rovo-chat-in-bitbucket-your-ai-powered-teammate-eydakqfs1) · Atlassian · 0 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#mcp](https://daily.dev/tags/mcp), [#atlassian](https://daily.dev/tags/atlassian) [View this post on daily.dev](https://daily.dev/posts/meet-the-new-rovo-chat-one-prompt-multiple-steps-zero-hand-holding-jmnlqu2ev) ```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":"Meet the new Rovo Chat: One prompt, multiple steps, zero hand-holding","url":"https://daily.dev/posts/meet-the-new-rovo-chat-one-prompt-multiple-steps-zero-hand-holding-jmnlqu2ev","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/meet-the-new-rovo-chat-one-prompt-multiple-steps-zero-hand-holding-jmnlqu2ev"},"datePublished":"2026-07-28T17:18:09.497Z","dateModified":"2026-07-28T17:59:44.076Z","description":"Atlassian has replaced Rovo Chat's multi-agent routing architecture with a new single-model reasoning engine called Long Horizon. 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