--- title: 220,000 tokens and 7 LLM calls down to 5,579 with a... description: 220,000 tokens and 7 LLM calls down to 5,579 with a JSONata workflow, in a fraction of the time. Interpretable workflows beat code mode, no sandboxes needed.... canonical: https://daily.dev/posts/220-000-tokens-and-7-llm-calls-down-to-5-579-with-a-jsonata-workflow-in-a-fraction-of-the-time-int-ieahutkca twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: 220,000 tokens and 7 LLM calls down to 5,579 with a JSONata workflow, in a fraction of the time. Int | daily.dev og:description: 220,000 tokens and 7 LLM calls down to 5,579 with a JSONata workflow, in a fraction of the time. Interpretable workflows beat code mode, no sandboxes needed.... og:url: https://daily.dev/posts/220-000-tokens-and-7-llm-calls-down-to-5-579-with-a-jsonata-workflow-in-a-fraction-of-the-time-int-ieahutkca og:image: https://api.daily.dev/og/posts/iEahutkca.png og:image:alt: 220,000 tokens and 7 LLM calls down to 5,579 with a JSONata workflow, in a fraction of the time. Int 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. # 220,000 tokens and 7 LLM calls down to 5,579 with a JSONata workflow, in a fraction of the time. Int **[Coffee \+ Software](https://daily.dev/sources/coffee-software)** · 1 min read · 0 upvotes · 0 comments ## Summary 220,000 tokens and 7 LLM calls down to 5,579 with a JSONata workflow, in a fraction of the time. Interpretable workflows beat code mode, no sandboxes needed. #JSONata #Tokens #SpringAI ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- [View this post on daily.dev](https://daily.dev/posts/220-000-tokens-and-7-llm-calls-down-to-5-579-with-a-jsonata-workflow-in-a-fraction-of-the-time-int-ieahutkca) ```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":"220,000 tokens and 7 LLM calls down to 5,579 with a JSONata workflow, in a fraction of the time. Int","url":"https://daily.dev/posts/220-000-tokens-and-7-llm-calls-down-to-5-579-with-a-jsonata-workflow-in-a-fraction-of-the-time-int-ieahutkca","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/220-000-tokens-and-7-llm-calls-down-to-5-579-with-a-jsonata-workflow-in-a-fraction-of-the-time-int-ieahutkca"},"datePublished":"2026-10-02T02:54:45.268Z","dateModified":"2026-10-02T04:42:04.701Z","description":"220,000 tokens and 7 LLM calls down to 5,579 with a JSONata workflow, in a fraction of the time. Interpretable workflows beat code mode, no sandboxes needed....","image":"https://i.ytimg.com/vi/Fl4bSIjXLxE/sddefault.jpg","thumbnailUrl":"https://i.ytimg.com/vi/Fl4bSIjXLxE/sddefault.jpg","isAccessibleForFree":true,"articleSection":"Coffee + Software","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":"Coffee + Software","logo":"https://media.daily.dev/image/upload/s--nAGLloYn--/f_auto,q_auto/v1773648811/logos/coffee-software?_a=BAMAMiiu0","url":"https://daily.dev/sources/coffee-software"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/220-000-tokens-and-7-llm-calls-down-to-5-579-with-a-jsonata-workflow-in-a-fraction-of-the-time-int-ieahutkca","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"","timeRequired":"PT1M","video":{"@type":"VideoObject","name":"220,000 tokens and 7 LLM calls down to 5,579 with a JSONata workflow, in a fraction of the time. Int","description":"220,000 tokens and 7 LLM calls down to 5,579 with a JSONata workflow, in a fraction of the time. Interpretable workflows beat code mode, no sandboxes needed....","thumbnailUrl":"https://i.ytimg.com/vi/Fl4bSIjXLxE/sddefault.jpg","uploadDate":"2026-10-02T02:54:45.268Z","duration":"PT1M","url":"https://api.daily.dev/r/iEahutkca","embedUrl":"https://www.youtube.com/embed/Fl4bSIjXLxE"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Coffee + Software","item":"https://daily.dev/sources/coffee-software"},{"@type":"ListItem","position":3,"name":"220,000 tokens and 7 LLM calls down to 5,579 with a JSONata workflow, in a fraction of the time. Int"}]} ```