--- title: adenhq/hive: Outcome driven agent development framework... description: Hive is an open-source framework for building self-improving AI agents through goal-driven development. Instead of hardcoding workflows, developers describe... canonical: https://daily.dev/posts/aiq5bzxsu twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: adenhq/hive: Outcome driven agent development framework that evolves | daily.dev og:description: Hive is an open-source framework for building self-improving AI agents through goal-driven development. Instead of hardcoding workflows, developers describe... og:url: https://daily.dev/posts/aiq5bzxsu og:image: https://api.daily.dev/og/posts/AIq5bzxsU.png og:image:alt: Post cover image 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. # adenhq/hive: Outcome driven agent development framework that evolves **[Dev Source](https://daily.dev/sources/devsource)** · [@muhammadfiaz](https://daily.dev/muhammadfiaz) · 0 upvotes · 0 comments ## Summary Hive is an open-source framework for building self-improving AI agents through goal-driven development. Instead of hardcoding workflows, developers describe objectives in natural language, and a coding agent generates the agent graph with dynamic connection code. The framework automatically captures failures, evolves agents, and redeploys them. It includes SDK-wrapped nodes with shared memory, 19 MCP tools, human-in-the-loop capabilities, real-time observability, cost controls, and support for 100+ LLM providers including OpenAI, Anthropic, and Google Gemini. The system is production-ready, self-hostable, and designed for reliability with automatic recovery mechanisms. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Anthropic’s Designs Three-Agent Harness Supports Long-Running Full-Stack AI Development](https://daily.dev/posts/anthropic-s-designs-three-agent-harness-supports-long-running-full-stack-ai-development-oqw4dgvdn) · InfoQ · 2 upvotes · 0 comments - [The Open-Source AI Agent Frameworks That Deserve More Stars on GitHub](https://daily.dev/posts/the-open-source-ai-agent-frameworks-that-deserve-more-stars-on-github-kpcfo1x5u) · Faun · 2 upvotes · 0 comments - [AI Dev Factory: An Agent Team That Builds and Upgrades Software and Itself](https://daily.dev/posts/ai-dev-factory-an-agent-team-that-builds-and-upgrades-software-and-itself-1q6rmuzzm) · C\# Corner · 0 upvotes · 0 comments - [Hands-on with the Google Agent Development Kit](https://daily.dev/posts/hands-on-with-the-google-agent-development-kit-zcvlgqadp) · InfoWorld · 1 upvotes · 0 comments --- Tags: [#python](https://daily.dev/tags/python) [View this post on daily.dev](https://daily.dev/posts/aiq5bzxsu) ```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":"DiscussionForumPosting","mainEntityOfPage":"https://daily.dev/posts/aiq5bzxsu","headline":"adenhq/hive: Outcome driven agent development framework that evolves","text":"Shared: adenhq/hive: Outcome driven agent development framework that evolves","url":"https://daily.dev/posts/aiq5bzxsu","datePublished":"2026-01-27T07:35:21.881Z","dateModified":"2026-01-27T07:35:21.884Z","author":{"@type":"Person","name":"Muhammad Fiaz","url":"https://daily.dev/muhammadfiaz","image":"https://lh3.googleusercontent.com/a/ACg8ocJS_I-yeYTbHozCDaEQm8p4JrOStXFgIYAuouhScjmuFhc=s96-c","description":"Open-Source Contributor ✨ and Maintainer 🔥 and Full Stack Developer 🧑‍💻","interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"EndorseAction"},"userInteractionCount":5065}},"image":"https://media.daily.dev/image/upload/s--OHB84bZF--/f_auto/v1722860399/public/Placeholder%2010","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"sharedContent":{"@type":"WebPage","url":"https://api.daily.dev/r/Yf32Sqesj"},"isPartOf":{"@type":"WebPage","url":"https://daily.dev/squads/devsource","name":"Dev Source"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Dev Source","item":"https://daily.dev/squads/devsource"},{"@type":"ListItem","position":3,"name":"adenhq/hive: Outcome driven agent development framework that evolves"}]} ```