--- title: Duck, Dive, and Answer | daily.dev description: MotherDuck is launching 'Dives' in public preview — a feature that lets AI agents (Claude, Gemini, etc.) build live, shareable data visualizations backed by... canonical: https://daily.dev/posts/duck-dive-and-answer-5vuqot9lb twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Duck, Dive, and Answer | daily.dev og:description: MotherDuck is launching 'Dives' in public preview — a feature that lets AI agents (Claude, Gemini, etc.) build live, shareable data visualizations backed by... og:url: https://daily.dev/posts/duck-dive-and-answer-5vuqot9lb og:image: https://api.daily.dev/og/posts/5vuQOT9lb.png og:image:alt: Duck, Dive, and Answer 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. # Duck, Dive, and Answer **[MotherDuck](https://daily.dev/sources/motherduck)** · 15 min read · 4 upvotes · 0 comments ## Summary MotherDuck is launching 'Dives' in public preview — a feature that lets AI agents (Claude, Gemini, etc.) build live, shareable data visualizations backed by real-time SQL queries against MotherDuck. The post argues that AI has already crossed the threshold for practical natural language analytics: internally, non-technical sales staff are successfully querying business data via the MotherDuck MCP server without writing SQL, and benchmark testing showed over 95% functional correctness. Dives solve the key limitation of LLM-generated dashboards being static snapshots by embedding live queries, and go beyond traditional dashboards to support forms, custom controls, and arbitrary interactive apps. The broader thesis is that AI is disrupting the entire modern data stack, and the real value of analytics has always been answering business questions — not query performance. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [The Dive Gallery Is Live: Share Your Interactive Data Apps With the World](https://daily.dev/posts/the-dive-gallery-is-live-share-your-interactive-data-apps-with-the-world-kwgftxofl) · MotherDuck · 1 upvotes · 0 comments - [A Practitioner's Guide to MotherDuck Dives](https://daily.dev/posts/a-practitioner-s-guide-to-motherduck-dives-ket9y385u) · MotherDuck · 0 upvotes · 0 comments - [Introducing Embedded Dives](https://daily.dev/posts/introducing-embedded-dives-ffbffjdhv) · MotherDuck · 3 upvotes · 0 comments - [Building an answering machine](https://daily.dev/posts/building-an-answering-machine-enec0eoia) · MotherDuck · 1 upvotes · 0 comments - [What Makes a Great Dive? The DiveMaxxing Winners](https://daily.dev/posts/what-makes-a-great-dive-the-divemaxxing-winners-asxghlfgd) · MotherDuck · 0 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#data-analysis](https://daily.dev/tags/data-analysis), [#duckdb](https://daily.dev/tags/duckdb) [View this post on daily.dev](https://daily.dev/posts/duck-dive-and-answer-5vuqot9lb) ```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":"Duck, Dive, and Answer","url":"https://daily.dev/posts/duck-dive-and-answer-5vuqot9lb","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/duck-dive-and-answer-5vuqot9lb"},"datePublished":"2026-02-19T15:25:25.278Z","dateModified":"2026-03-15T03:50:45.194Z","description":"MotherDuck is launching 'Dives' in public preview — a feature that lets AI agents (Claude, Gemini, etc.) build live, shareable data visualizations backed by...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/300638cda14e7bea285707b712485615?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/300638cda14e7bea285707b712485615?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"MotherDuck","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":"MotherDuck","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/f084d6835eef4c2b83f889f9a4e85ed6","url":"https://daily.dev/sources/motherduck"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/duck-dive-and-answer-5vuqot9lb","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":4},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai-agents,data-analysis,duckdb","timeRequired":"PT15M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"MotherDuck","item":"https://daily.dev/sources/motherduck"},{"@type":"ListItem","position":3,"name":"Duck, Dive, and Answer"}]} ```