--- title: Testing AI Features Without Hitting the API | daily.dev description: Tests that call real AI providers are slow, flaky, and expensive. This Laracasts episode (11m 33s) covers how to test AI features in Laravel without making... canonical: https://daily.dev/posts/testing-ai-features-without-hitting-the-api-jygndcpzu twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Testing AI Features Without Hitting the API | daily.dev og:description: Tests that call real AI providers are slow, flaky, and expensive. This Laracasts episode (11m 33s) covers how to test AI features in Laravel without making... og:url: https://daily.dev/posts/testing-ai-features-without-hitting-the-api-jygndcpzu og:image: https://api.daily.dev/og/posts/jyGNdcPzu.png og:image:alt: Testing AI Features Without Hitting the API 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. # Testing AI Features Without Hitting the API **[Larablog](https://daily.dev/sources/larablog)** · 1 min read · 0 upvotes · 0 comments ## Summary Tests that call real AI providers are slow, flaky, and expensive. This Laracasts episode (11m 33s) covers how to test AI features in Laravel without making real API calls, keeping tests local and deterministic. The content is behind a subscriber paywall. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Ai Powered Optimization](https://daily.dev/posts/ai-powered-optimization-p3ajt4cph) · Larablog · 0 upvotes · 0 comments - [How to test agent skills without hitting real APIs](https://daily.dev/posts/how-to-test-agent-skills-without-hitting-real-apis-oz8x5b0z1) · DevBlogs · 0 upvotes · 0 comments - [Evals in Laravel: How to Prove Your AI Output Is Actually Good](https://daily.dev/posts/evals-in-laravel-how-to-prove-your-ai-output-is-actually-good-v8xwwmodq) · FREEK.DEV · 1 upvotes · 0 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#testing](https://daily.dev/tags/testing), [#php](https://daily.dev/tags/php), [#laravel](https://daily.dev/tags/laravel) [View this post on daily.dev](https://daily.dev/posts/testing-ai-features-without-hitting-the-api-jygndcpzu) ```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":"Testing AI Features Without Hitting the API","url":"https://daily.dev/posts/testing-ai-features-without-hitting-the-api-jygndcpzu","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/testing-ai-features-without-hitting-the-api-jygndcpzu"},"datePublished":"2026-03-23T13:55:41.489Z","dateModified":"2026-03-23T13:56:00.134Z","description":"Tests that call real AI providers are slow, flaky, and expensive. 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