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      <title>The Internet Still Works: Yelp Protects Consumer Reviews</title>
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      <pubDate>Mon, 09 Feb 2026 22:23:33 +0000</pubDate>
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      <description>• Section 230 helps make it possible for online communities to host user speech: from restaurant reviews, to fan fiction, to collaborative encyclopedias. • But recent debates about</description>
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      <title>How Yelp Built a Back-Testing Engine for Safer, Smarter Ad Budget Allocation</title>
      <link>https://cluster-site.onrender.com/posts/how-yelp-built-a-back-testing-engine-for-safer-smarter-ad-budget-allocation/</link>
      <pubDate>Mon, 02 Feb 2026 00:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/how-yelp-built-a-back-testing-engine-for-safer-smarter-ad-budget-allocation/</guid>
      <description>• How Yelp Built a Back-Testing Engine for Safer, Smarter Ad Budget Allocation - Samuele Mazzanti, Applied Scientist - Feb 2, 2026 Introduction Modern advertising platforms are fas</description>
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      <title>Exploring CHAOS: Building a Backend for Server-Driven UI</title>
      <link>https://cluster-site.onrender.com/posts/exploring-chaos-building-a-backend-for-server-driven-ui/</link>
      <pubDate>Tue, 08 Jul 2025 00:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/exploring-chaos-building-a-backend-for-server-driven-ui/</guid>
      <description>• CHAOS is Yelp&amp;rsquo;s server‑driven UI framework delivering dynamic content via GraphQL. • Clients query the CHAOS API, which forwards to a federated GraphQL subgraph. • Apollo Federat</description>
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    <item>
      <title>Journey to Zero Trust Access</title>
      <link>https://cluster-site.onrender.com/posts/journey-to-zero-trust-access/</link>
      <pubDate>Tue, 15 Apr 2025 00:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/journey-to-zero-trust-access/</guid>
      <description>• Yelp transitioned to fully remote, requiring secure, consistent access for a globally distributed workforce. • Existing VPN (Ivanti Pulse Secure) was unreliable, prompting a sear</description>
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      <title>Revenue Automation Series: Building Revenue Data Pipeline</title>
      <link>https://cluster-site.onrender.com/posts/revenue-automation-series-building-revenue-data-pipeline/</link>
      <pubDate>Wed, 19 Feb 2025 00:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/revenue-automation-series-building-revenue-data-pipeline/</guid>
      <description>• Yelp&amp;rsquo;s expanding revenue streams demanded automated recognition beyond manual processes. • The REVREC SaaS solution offers real‑time reconciliation, faster book‑closing, and inst</description>
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      <title>Search Query Understanding with LLMs: From Ideation to Production</title>
      <link>https://cluster-site.onrender.com/posts/search-query-understanding-with-llms-from-ideation-to-production/</link>
      <pubDate>Tue, 04 Feb 2025 00:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/search-query-understanding-with-llms-from-ideation-to-production/</guid>
      <description>• Yelp integrates LLMs to interpret search queries, improving intent detection for millions of daily searches. • The team tackled spelling correction, segmentation, canonicalizatio</description>
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      <title>Revisiting Compute Scaling</title>
      <link>https://cluster-site.onrender.com/posts/revisiting-compute-scaling/</link>
      <pubDate>Fri, 13 Dec 2024 00:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/revisiting-compute-scaling/</guid>
      <description>• Yelp&amp;rsquo;s node autoscaler evolved from Clusterman to AWS Karpenter to improve scaling efficiency. • Clusterman managed ASG pools via setpoints balancing requested vs allocatable res</description>
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