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    <title>Etsy on Tenu Tech Brief</title>
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    <description>Recent content in Etsy on Tenu Tech Brief</description>
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      <title>How Etsy Uses LLMs to Improve Search Relevance</title>
      <link>https://cluster-site.onrender.com/posts/how-etsy-uses-llms-to-improve-search-relevance/</link>
      <pubDate>Fri, 16 Jan 2026 20:02:28 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/how-etsy-uses-llms-to-improve-search-relevance/</guid>
      <description>• Ever searched for something specific, only to be met with results that are close, but not quite ? • On Etsy&amp;rsquo;s Search Relevance team, that frustration is exactly what we are tackl</description>
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      <title>Improving performance by prefetching product pages from Etsy Search</title>
      <link>https://cluster-site.onrender.com/posts/improving-performance-by-prefetching-product-pages-from-etsy-search/</link>
      <pubDate>Wed, 29 Oct 2025 17:14:09 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/improving-performance-by-prefetching-product-pages-from-etsy-search/</guid>
      <description>• Rarely are there opportunities for big, bold, game-changing improvements in web performance. • The Speculation Rules API (SRA) is a recent browser development that offers just su</description>
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      <title>Understanding Etsy&#39;s Vast Inventory with LLMs</title>
      <link>https://cluster-site.onrender.com/posts/understanding-etsys-vast-inventory-with-llms/</link>
      <pubDate>Mon, 13 Oct 2025 17:58:39 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/understanding-etsys-vast-inventory-with-llms/</guid>
      <description>• For more than 20 years, Etsy has been the destination for human creativity online. • Our marketplace is home to more than 100 million special items made, handpicked and designed</description>
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      <title>Building Etsy Buyer Profiles with LLMs</title>
      <link>https://cluster-site.onrender.com/posts/building-etsy-buyer-profiles-with-llms/</link>
      <pubDate>Wed, 03 Sep 2025 21:40:15 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/building-etsy-buyer-profiles-with-llms/</guid>
      <description>• Every day, shoppers from Etsy&amp;rsquo;s community of nearly 90M buyers visit our marketplace to search for unique, handmade, and vintage items. • But with over 100 million listings, how</description>
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    <item>
      <title>Behind the Scenes - A Glimpse into Tax Calculations</title>
      <link>https://cluster-site.onrender.com/posts/behind-the-scenes-a-glimpse-into-tax-calculations/</link>
      <pubDate>Sat, 29 Mar 2025 10:03:23 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/behind-the-scenes-a-glimpse-into-tax-calculations/</guid>
      <description>• Etsy now collects and remits sales tax worldwide, shifting responsibility from sellers to the marketplace. • Tax is calculated instantly when a buyer adds an item, using buyer/se</description>
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    <item>
      <title>Enhancing Cloud Usage Forecasting, Monitoring &amp; Optimizing</title>
      <link>https://cluster-site.onrender.com/posts/enhancing-cloud-usage-forecasting-monitoring-optimizing/</link>
      <pubDate>Mon, 17 Jun 2024 13:58:16 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/enhancing-cloud-usage-forecasting-monitoring-optimizing/</guid>
      <description>• Etsy migrated from on-prem to GCP in 2020, guided by a dedicated program management team. • Post-migration, the team became Etsy&amp;rsquo;s FinOps unit, focusing on maximizing cloud value</description>
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      <title>Macramé: Untangling the Knot on the Etsy Android Listing Screen</title>
      <link>https://cluster-site.onrender.com/posts/macram%C3%A9-untangling-the-knot-on-the-etsy-android-listing-screen/</link>
      <pubDate>Mon, 18 Mar 2024 16:19:15 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/macram%C3%A9-untangling-the-knot-on-the-etsy-android-listing-screen/</guid>
      <description>• Etsy&amp;rsquo;s Android listing screen is the most complex, central buying experience component. • Over 200 experiments in three years caused rapid code growth and instability. • Legacy a</description>
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    <item>
      <title>The AR Measuring Box: Etsy&#39;s answer to Big Tape Measure</title>
      <link>https://cluster-site.onrender.com/posts/the-ar-measuring-box-etsys-answer-to-big-tape-measure/</link>
      <pubDate>Mon, 18 Sep 2023 20:11:58 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/the-ar-measuring-box-etsys-answer-to-big-tape-measure/</guid>
      <description>• Etsy&amp;rsquo;s new iOS AR feature lets users visualize wall art in their rooms using Apple&amp;rsquo;s ARKit. • Initially beta‑only for wall art, the team plans to extend the tool across Etsy&amp;rsquo;s di</description>
    </item>
    <item>
      <title>The So-fine Real-time ML Paradigm</title>
      <link>https://cluster-site.onrender.com/posts/the-so-fine-real-time-ml-paradigm/</link>
      <pubDate>Tue, 05 Sep 2023 19:55:41 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/the-so-fine-real-time-ml-paradigm/</guid>
      <description>• Etsy&amp;rsquo;s CodeMosaic hackathon fuels rapid prototyping of bold tech ideas across teams. • Team tackled stateful and online ML to update models in near real‑time. • Current pipelines</description>
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      <title>Leveraging Real-Time User Actions to Personalize Etsy Ads</title>
      <link>https://cluster-site.onrender.com/posts/leveraging-real-time-user-actions-to-personalize-etsy-ads/</link>
      <pubDate>Fri, 14 Jul 2023 19:54:41 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/leveraging-real-time-user-actions-to-personalize-etsy-ads/</guid>
      <description>• Personalization is key to match Etsy&amp;rsquo;s unique marketplace with the right buyer at the right time. • Etsy introduced ADPM, a reusable three‑component deep learning module that lea</description>
    </item>
    <item>
      <title>The Problem with Timeseries Data in Machine Learning Feature Systems</title>
      <link>https://cluster-site.onrender.com/posts/the-problem-with-timeseries-data-in-machine-learning-feature-systems/</link>
      <pubDate>Fri, 23 Jun 2023 20:30:41 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/the-problem-with-timeseries-data-in-machine-learning-feature-systems/</guid>
      <description>• Etsy&amp;rsquo;s Feature Systems introduced real‑time features via Rivulet, feeding ML models with timeseries data. • A recommendation engineer flagged that Avro timestamp logic caused pre</description>
    </item>
    <item>
      <title>How We Built a Multi-Task Canonical Ranker for Recommendations at Etsy</title>
      <link>https://cluster-site.onrender.com/posts/how-we-built-a-multi-task-canonical-ranker-for-recommendations-at-etsy/</link>
      <pubDate>Tue, 18 Apr 2023 21:44:34 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/how-we-built-a-multi-task-canonical-ranker-for-recommendations-at-etsy/</guid>
      <description>• Etsy serves 100M+ listings, using recommendation modules to guide buyers at every shopping stage. • Each module follows a two‑phase pipeline: fast candidate selection then ML‑bas</description>
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