--- title: LLMs, LEGO, and LED lights: How an Elastic engineer... description: Sean Handley, senior engineering manager on Elastic's Search Inference team, shares his remote work setup and perspective on the future of AI. He discusses his... canonical: https://daily.dev/posts/llms-lego-and-led-lights-how-an-elastic-engineer-stays-energized-and-leads-with-curiosity-gpobqcvdx twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: LLMs, LEGO, and LED lights: How an Elastic engineer stays energized and leads with curiosity | daily.dev og:description: Sean Handley, senior engineering manager on Elastic's Search Inference team, shares his remote work setup and perspective on the future of AI. He discusses his... og:url: https://daily.dev/posts/llms-lego-and-led-lights-how-an-elastic-engineer-stays-energized-and-leads-with-curiosity-gpobqcvdx og:image: https://api.daily.dev/og/posts/GPObQcvdx.png og:image:alt: LLMs, LEGO, and LED lights: How an Elastic engineer stays energized and leads with curiosity 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. # LLMs, LEGO, and LED lights: How an Elastic engineer stays energized and leads with curiosity **[elastic](https://daily.dev/sources/elastic)** · 7 min read · 1 upvotes · 0 comments ## Summary Sean Handley, senior engineering manager on Elastic's Search Inference team, shares his remote work setup and perspective on the future of AI. He discusses his productivity habits including focus time management, a standing desk, and LED lighting. Professionally, he highlights his work on the Elastic Inference Service, which enables LLMs, embeddings, and rerankers within Elastic's product to power semantic search and agentic workflows. He predicts AI agents will become a standardized part of software engineering workflows. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [How I use LLMs as a staff engineer in 2026](https://daily.dev/posts/how-i-use-llms-as-a-staff-engineer-in-2026-yhtlilt9r) · sean goedecke · 98 upvotes · 7 comments - [QConSF 2025: Humans in the Loop: Engineering Leadership in a Chaotic Industry](https://daily.dev/posts/qconsf-2025-humans-in-the-loop-engineering-leadership-in-a-chaotic-industry-3qzayia2x) · InfoQ · 1 upvotes · 0 comments - [Reimagining LinkedIn’s search tech stack](https://daily.dev/posts/reimagining-linkedin-s-search-tech-stack-mwajgbtsf) · LinkedIn Engineering · 1 upvotes · 0 comments - [The next hit: How LLMs change the way engineers work](https://daily.dev/posts/the-next-hit-how-llms-change-the-way-engineers-work-y3ba4zyqx) · RUBYLAND · 1 upvotes · 0 comments - [Learning is part of the fun: Top Down with Alena Fereday](https://daily.dev/posts/learning-is-part-of-the-fun-top-down-with-alena-fereday-f2jsczrcd) · elastic · 0 upvotes · 0 comments --- Tags: [#llm](https://daily.dev/tags/llm), [#leadership](https://daily.dev/tags/leadership), [#elk](https://daily.dev/tags/elk), [#vector-search](https://daily.dev/tags/vector-search), [#agentic-ai](https://daily.dev/tags/agentic-ai) [View this post on daily.dev](https://daily.dev/posts/llms-lego-and-led-lights-how-an-elastic-engineer-stays-energized-and-leads-with-curiosity-gpobqcvdx) ```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":"LLMs, LEGO, and LED lights: How an Elastic engineer stays energized and leads with curiosity","url":"https://daily.dev/posts/llms-lego-and-led-lights-how-an-elastic-engineer-stays-energized-and-leads-with-curiosity-gpobqcvdx","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/llms-lego-and-led-lights-how-an-elastic-engineer-stays-energized-and-leads-with-curiosity-gpobqcvdx"},"datePublished":"2026-03-05T15:45:40.957Z","dateModified":"2026-03-05T15:46:02.899Z","description":"Sean Handley, senior engineering manager on Elastic's Search Inference team, shares his remote work setup and perspective on the future of AI. 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