--- title: Boost Is Now In Public Preview | daily.dev description: JFrog's Boost tool is now in public preview after being tested across 1,000+ engineers internally, saving over 100 billion tokens. The tool addresses three... canonical: https://daily.dev/posts/boost-is-now-in-public-preview-pnj4mwa6l twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Boost Is Now In Public Preview | daily.dev og:description: JFrog's Boost tool is now in public preview after being tested across 1,000+ engineers internally, saving over 100 billion tokens. The tool addresses three... og:url: https://daily.dev/posts/boost-is-now-in-public-preview-pnj4mwa6l og:image: https://api.daily.dev/og/posts/Pnj4MwA6l.png og:image:alt: Boost Is Now In Public Preview 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. # Boost Is Now In Public Preview **[JFrog](https://daily.dev/sources/jfrog)** · 7 min read · 1 upvotes · 0 comments ## Summary JFrog's Boost tool is now in public preview after being tested across 1,000+ engineers internally, saving over 100 billion tokens. The tool addresses three main sources of AI agent token waste: test log avalanche (feeding agents full logs when only failure tracebacks are needed), blind grep routines returning hundreds of irrelevant matches, and truncation hallucination loops where aggressive context cutting causes agents to repeat commands. Boost wraps agent commands to intelligently filter context, provides a system prompt so agents understand the optimization layer, and offers a retrieve command to fetch full unfiltered output when needed. It claims 80%+ reduction in payload sizes and is available for free at boost.jfrog.com. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Don’t Break the Agent: Lessons in Token Optimization](https://daily.dev/posts/don-t-break-the-agent-lessons-in-token-optimization-fgdkm8bwd) · JFrog · 1 upvotes · 1 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#context-engineering](https://daily.dev/tags/context-engineering) [View this post on daily.dev](https://daily.dev/posts/boost-is-now-in-public-preview-pnj4mwa6l) ```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":"Boost Is Now In Public Preview","url":"https://daily.dev/posts/boost-is-now-in-public-preview-pnj4mwa6l","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/boost-is-now-in-public-preview-pnj4mwa6l"},"datePublished":"2026-07-09T13:06:04.853Z","dateModified":"2026-07-09T13:06:28.867Z","description":"JFrog's Boost tool is now in public preview after being tested across 1,000+ engineers internally, saving over 100 billion tokens. The tool addresses three...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/5a6fc3f44e73ebfd0590796a114acb43?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/5a6fc3f44e73ebfd0590796a114acb43?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"JFrog","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":"JFrog","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/b11bf37102384ac9983be701b2cf7cd5","url":"https://daily.dev/sources/jfrog"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/boost-is-now-in-public-preview-pnj4mwa6l","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai-agents,context-engineering","timeRequired":"PT7M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"JFrog","item":"https://daily.dev/sources/jfrog"},{"@type":"ListItem","position":3,"name":"Boost Is Now In Public Preview"}]} ```