--- title: The Death of the “Everything Prompt”: Google’s Move... description: Google's new Interactions API addresses limitations of traditional chat-based LLM interfaces by introducing structured state management and support for... canonical: https://daily.dev/posts/the-death-of-the-everything-prompt-google-s-move-toward-structured-ai-0hbsvoqj6 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: The Death of the “Everything Prompt”: Google’s Move Toward Structured AI | daily.dev og:description: Google's new Interactions API addresses limitations of traditional chat-based LLM interfaces by introducing structured state management and support for... og:url: https://daily.dev/posts/the-death-of-the-everything-prompt-google-s-move-toward-structured-ai-0hbsvoqj6 og:image: https://api.daily.dev/og/posts/0hBsvOqj6.png og:image:alt: The Death of the “Everything Prompt”: Google’s Move Toward Structured AI 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. # The Death of the “Everything Prompt”: Google’s Move Toward Structured AI **[Towards Data Science](https://daily.dev/sources/tds)** · 17 min read · 2 upvotes · 0 comments ## Summary Google's new Interactions API addresses limitations of traditional chat-based LLM interfaces by introducing structured state management and support for asynchronous agentic workflows. Unlike the older generateContent API where state exists only as token history, the Interactions API uses persistent session records with unique IDs that enable context retrieval across requests, optimize caching, and reduce costs. The API supports long-running tasks like Deep Research agents that can perform complex multi-step investigations asynchronously, allowing developers to poll for results rather than blocking. Code examples demonstrate basic usage, image generation with Gemini 3 Pro, stateful conversations that remember context across sessions, and building a competitive intelligence engine that orchestrates deep research for SWOT analysis. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Building agents with the ADK and the new Interactions API](https://daily.dev/posts/building-agents-with-the-adk-and-the-new-interactions-api-jwfj0koyw) · Google Developers · 1 upvotes · 0 comments - [The curse of modern AI tools](https://daily.dev/posts/the-curse-of-modern-ai-tools-ila1ow1xn) · UX Planet · 1 upvotes · 0 comments - [Disrupting yourself in the age of AI](https://daily.dev/posts/disrupting-yourself-in-the-age-of-ai-rhh9pc9cu) · Stack Overflow Blog · 0 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#architecture](https://daily.dev/tags/architecture), [#google-gemini](https://daily.dev/tags/google-gemini), [#llm](https://daily.dev/tags/llm), [#python](https://daily.dev/tags/python) [View this post on daily.dev](https://daily.dev/posts/the-death-of-the-everything-prompt-google-s-move-toward-structured-ai-0hbsvoqj6) ```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":"The Death of the “Everything Prompt”: Google’s Move Toward Structured AI","url":"https://daily.dev/posts/the-death-of-the-everything-prompt-google-s-move-toward-structured-ai-0hbsvoqj6","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/the-death-of-the-everything-prompt-google-s-move-toward-structured-ai-0hbsvoqj6"},"datePublished":"2026-02-09T13:35:25.841Z","dateModified":"2026-03-15T03:42:36.735Z","description":"Google's new Interactions API addresses limitations of traditional chat-based LLM interfaces by introducing structured state management and support for...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/9930c3472c59cbe46565c5b982ebaab7?_a=AQAEunF","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/9930c3472c59cbe46565c5b982ebaab7?_a=AQAEunF","isAccessibleForFree":true,"articleSection":"Towards Data Science","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":"Towards Data Science","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/tds","url":"https://daily.dev/sources/tds"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/the-death-of-the-everything-prompt-google-s-move-toward-structured-ai-0hbsvoqj6","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai-agents,architecture,google-gemini,llm,python","timeRequired":"PT17M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Towards Data Science","item":"https://daily.dev/sources/tds"},{"@type":"ListItem","position":3,"name":"The Death of the “Everything Prompt”: Google’s Move Toward Structured AI"}]} ```