--- title: Learn human In the loop AI Agents in 15 minutes | Notes... description: Temporal provides durable workflow orchestration for AI systems that need human approval steps. The tutorial demonstrates building a support ticket triage... canonical: https://daily.dev/posts/learn-human-in-the-loop-ai-agents-in-15-minutes-notes-included-0lecxqidm twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Learn human In the loop AI Agents in 15 minutes | Notes Included | daily.dev og:description: Temporal provides durable workflow orchestration for AI systems that need human approval steps. The tutorial demonstrates building a support ticket triage... og:url: https://daily.dev/posts/learn-human-in-the-loop-ai-agents-in-15-minutes-notes-included-0lecxqidm og:image: https://api.daily.dev/og/posts/0LEcXQidm.png og:image:alt: Learn human In the loop AI Agents in 15 minutes | Notes Included 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. # Learn human In the loop AI Agents in 15 minutes | Notes Included **[Temporal](https://daily.dev/sources/temporal)** · 14 min read · 1 upvotes · 0 comments ## Summary Temporal provides durable workflow orchestration for AI systems that need human approval steps. The tutorial demonstrates building a support ticket triage system where AI scrubs PII and classifies tickets, then waits for human approval before proceeding. Temporal handles retries, crash recovery, and state persistence automatically, allowing workflows to survive server failures and resume exactly where they left off. The implementation uses activities for non-deterministic operations (AI calls), workflows for orchestration logic, workers to execute tasks, and signals for human-in-the-loop approval. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#java](https://daily.dev/tags/java), [#openai](https://daily.dev/tags/openai), [#workflow-orchestration](https://daily.dev/tags/workflow-orchestration) [View this post on daily.dev](https://daily.dev/posts/learn-human-in-the-loop-ai-agents-in-15-minutes-notes-included-0lecxqidm) ```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":"Learn human In the loop AI Agents in 15 minutes | Notes Included","url":"https://daily.dev/posts/learn-human-in-the-loop-ai-agents-in-15-minutes-notes-included-0lecxqidm","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/learn-human-in-the-loop-ai-agents-in-15-minutes-notes-included-0lecxqidm"},"datePublished":"2026-02-04T14:38:42.809Z","dateModified":"2026-02-04T14:39:03.601Z","description":"Temporal provides durable workflow orchestration for AI systems that need human approval steps. 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