--- title: Prepare These 5 Assets Before Your AI Agents Take On... description: Before delegating recurring work to AI agents, teams should prepare five reusable assets: a repeated work inventory (identifying which tasks suit AI), a task... canonical: https://daily.dev/posts/prepare-these-5-assets-before-your-ai-agents-take-on-more-work-xfcf65f9m twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Prepare These 5 Assets Before Your AI Agents Take On More Work | daily.dev og:description: Before delegating recurring work to AI agents, teams should prepare five reusable assets: a repeated work inventory (identifying which tasks suit AI), a task... og:url: https://daily.dev/posts/prepare-these-5-assets-before-your-ai-agents-take-on-more-work-xfcf65f9m og:image: https://api.daily.dev/og/posts/Xfcf65F9M.png og:image:alt: Prepare These 5 Assets Before Your AI Agents Take On More Work 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. # Prepare These 5 Assets Before Your AI Agents Take On More Work **[Towards Data Science](https://daily.dev/sources/tds)** · 10 min read · 1 upvotes · 0 comments ## Summary Before delegating recurring work to AI agents, teams should prepare five reusable assets: a repeated work inventory (identifying which tasks suit AI), a task asset (turning vague requests into structured assignments), a context asset (a concise document AI can reference across sessions), an acceptance test asset (defining what good and bad output looks like with real examples), and a permission asset (specifying what AI can do autonomously, what needs approval, and what it must never do alone). Each asset comes with a ready-to-use prompt template. Together, they form a master workflow that moves AI adoption from ad-hoc experimentation to reliable, reviewable business operations. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [How to Build an AI Asset Inventory and AI Visibility \| Kovrr](https://daily.dev/posts/how-to-build-an-ai-asset-inventory-and-ai-visibility-kovrr-lbyclo24q) · Security Boulevard · 0 upvotes · 0 comments - [Demystifying AI Agents for Managers: A Practical Setup](https://daily.dev/posts/demystifying-ai-agents-for-managers-a-practical-setup-qjkyvwakw) · Atomic Spin · 0 upvotes · 0 comments - [Why enterprises are leaving transformative value on table](https://daily.dev/posts/why-enterprises-are-leaving-transformative-value-on-table-xdh2fy3ho) · The Register · 0 upvotes · 0 comments - [Redesign Work Before You Add More AI Agents](https://daily.dev/posts/redesign-work-before-you-add-more-ai-agents-4ogmtxgy7) · Towards Data Science · 0 upvotes · 0 comments --- Tags: [#automation](https://daily.dev/tags/automation), [#ai-agents](https://daily.dev/tags/ai-agents), [#prompt-engineering](https://daily.dev/tags/prompt-engineering), [#agentic-ai](https://daily.dev/tags/agentic-ai) [View this post on daily.dev](https://daily.dev/posts/prepare-these-5-assets-before-your-ai-agents-take-on-more-work-xfcf65f9m) ```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":"Prepare These 5 Assets Before Your AI Agents Take On More Work","url":"https://daily.dev/posts/prepare-these-5-assets-before-your-ai-agents-take-on-more-work-xfcf65f9m","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/prepare-these-5-assets-before-your-ai-agents-take-on-more-work-xfcf65f9m"},"datePublished":"2026-07-16T17:23:11.408Z","dateModified":"2026-07-16T17:23:37.242Z","description":"Before delegating recurring work to AI agents, teams should prepare five reusable assets: a repeated work inventory (identifying which tasks suit AI), a task...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/f03025ba83dc19b81d42ac0fb0071610?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/f03025ba83dc19b81d42ac0fb0071610?_a=AQAEuop","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/prepare-these-5-assets-before-your-ai-agents-take-on-more-work-xfcf65f9m","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"automation,ai-agents,prompt-engineering,agentic-ai","timeRequired":"PT10M"} {"@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":"Prepare These 5 Assets Before Your AI Agents Take On More Work"}]} ```