Why Claude Routines Break Down in Production

Kestra
300 views β€’ April 28, 2026

Anthropic just launched Claude Routines - a way to automate your prompts on a schedule, via API, or from events. It's a great start. But it's not the whole picture. In this video I show you what Claude Routines actually is, where the gaps are, and how a proper orchestrator fills them - so you're using AI where it adds value, and deterministic logic everywhere else. πŸš€ Try Kestra for free: https://go.kestra.io/yt/try-kestra Timestamps 0:00 - Introduction 0:50 - AI Automation with Claude Routines 3:19 - AI Automation with an Orchestrator 4:40 - Token Cost 5:07 - Human in the Loop 6:10 - Structured Outputs for reliable results 7:39 - Summary Like, and Subscribe for more quick guides on using Kestra! ---------- πŸ“– Read the documentation: https://go.kestra.io/docs ⭐ Start your journey with Kestra: https://go.kestra.io/github πŸ’¬ Join the Kestra Community: https://go.kestra.io/slack For more information, visit Kestra's Website: https://kestra.io/

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