--- title: avdi.codes | daily.dev description: A brief quote from Geoffrey Huntley making the observation that while AI has made content creation nearly free, verification and understanding remain costly —... canonical: https://daily.dev/posts/avdi-codes-qhxnzwvoo twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: avdi.codes | daily.dev og:description: A brief quote from Geoffrey Huntley making the observation that while AI has made content creation nearly free, verification and understanding remain costly —... og:url: https://daily.dev/posts/avdi-codes-qhxnzwvoo og:image: https://api.daily.dev/og/posts/qHXNzwvOO.png og:image:alt: avdi.codes 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. # avdi.codes **[RUBYLAND](https://daily.dev/sources/rubyla)** · 1 min read · 0 upvotes · 0 comments ## Summary A brief quote from Geoffrey Huntley making the observation that while AI has made content creation nearly free, verification and understanding remain costly — and that it's time to engineer solutions to address AI-generated slop. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [AI should only run as fast as we can catch up · Higashi.blog](https://daily.dev/posts/ai-should-only-run-as-fast-as-we-can-catch-up-higashi-blog-kxz0jzayz) · Hacker News · 3 upvotes · 0 comments - [AI Made Answers Cheap. Truth Is Still Expensive.](https://daily.dev/posts/ai-made-answers-cheap-truth-is-still-expensive--nyquljxil) · Medium · 1 upvotes · 0 comments - [When AI content isn't slop](https://daily.dev/posts/when-ai-content-isn-t-slop-3asgsozxp) · Planet Python · 0 upvotes · 0 comments - [The AI Verification Bottleneck: Developer Toil Isn’t Shrinking](https://daily.dev/posts/the-ai-verification-bottleneck-developer-toil-isn-t-shrinking-svmt3qr0j) · The New Stack · 0 upvotes · 0 comments --- Tags: [#ai-coding](https://daily.dev/tags/ai-coding) [View this post on daily.dev](https://daily.dev/posts/avdi-codes-qhxnzwvoo) ```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":"avdi.codes","url":"https://daily.dev/posts/avdi-codes-qhxnzwvoo","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/avdi-codes-qhxnzwvoo"},"datePublished":"2026-07-24T14:51:41.851Z","dateModified":"2026-07-24T21:02:26.447Z","description":"A brief quote from Geoffrey Huntley making the observation that while AI has made content creation nearly free, verification and understanding remain costly —...","image":"https://media.daily.dev/image/upload/s--ZrL_HSsR--/f_auto/v1722860399/public/Placeholder%2006","thumbnailUrl":"https://media.daily.dev/image/upload/s--ZrL_HSsR--/f_auto/v1722860399/public/Placeholder%2006","isAccessibleForFree":true,"articleSection":"RUBYLAND","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":"RUBYLAND","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/rubyla","url":"https://daily.dev/sources/rubyla"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/avdi-codes-qhxnzwvoo","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai-coding","timeRequired":"PT1M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"RUBYLAND","item":"https://daily.dev/sources/rubyla"},{"@type":"ListItem","position":3,"name":"avdi.codes"}]} ```