--- title: Build and test LLM applications with AIConfig and CircleCI description: Learn how to write automated tests for LLM application components using AIConfig and CircleCI. The tutorial covers the example LLM application, project setup,... canonical: https://daily.dev/posts/build-and-test-llm-applications-with-aiconfig-and-circleci-70xtv25bx twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Build and test LLM applications with AIConfig and CircleCI | daily.dev og:description: Learn how to write automated tests for LLM application components using AIConfig and CircleCI. The tutorial covers the example LLM application, project setup,... og:url: https://daily.dev/posts/build-and-test-llm-applications-with-aiconfig-and-circleci-70xtv25bx og:image: https://api.daily.dev/og/posts/70xTV25Bx.png og:image:alt: Build and test LLM applications with AIConfig and CircleCI 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. # Build and test LLM applications with AIConfig and CircleCI **[CircleCI](https://daily.dev/sources/circle)** · 8 min read · 0 upvotes · 0 comments ## Summary Learn how to write automated tests for LLM application components using AIConfig and CircleCI. The tutorial covers the example LLM application, project setup, and improving LLM performance using the AI config file. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#testing](https://daily.dev/tags/testing), [#cicd](https://daily.dev/tags/cicd), [#llm](https://daily.dev/tags/llm), [#circleci](https://daily.dev/tags/circleci) [View this post on daily.dev](https://daily.dev/posts/build-and-test-llm-applications-with-aiconfig-and-circleci-70xtv25bx) ```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":"Build and test LLM applications with AIConfig and CircleCI","url":"https://daily.dev/posts/build-and-test-llm-applications-with-aiconfig-and-circleci-70xtv25bx","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/build-and-test-llm-applications-with-aiconfig-and-circleci-70xtv25bx"},"datePublished":"2024-02-05T17:05:40.515Z","dateModified":"2024-05-09T09:06:08.895Z","description":"Learn how to write automated tests for LLM application components using AIConfig and CircleCI. The tutorial covers the example LLM application, project setup,...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/50bab6a92253d5f634698016c68e76af?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/50bab6a92253d5f634698016c68e76af?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"CircleCI","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":"CircleCI","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/661fc536429943fdb5426b9f33fd8e3c","url":"https://daily.dev/sources/circle"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/build-and-test-llm-applications-with-aiconfig-and-circleci-70xtv25bx","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"testing,cicd,llm,circleci","timeRequired":"PT8M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"CircleCI","item":"https://daily.dev/sources/circle"},{"@type":"ListItem","position":3,"name":"Build and test LLM applications with AIConfig and CircleCI"}]} ```