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      <title>Expedia Uses AI-Driven Service Telemetry Analyzer to Accelerate Incident Investigation</title>
      <link>https://www.infoq.com/news/2026/07/expedia-ai-observability-star/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=GraphQL</link>
      <description>&lt;img src="https://res.infoq.com/news/2026/07/expedia-ai-observability-star/en/headerimage/generatedHeaderImage-1783819381373.jpg"/&gt;&lt;p&gt;Expedia Group has introduced STAR, an internal AI-assisted observability platform that helps engineers investigate production incidents using service telemetry and LLMs. Built with FastAPI, Datadog, Celery, Redis, and Langfuse, STAR follows structured workflows to analyze telemetry, generate root cause assessments, and support incident response while keeping engineers in the loop.&lt;/p&gt; &lt;i&gt;By Leela Kumili&lt;/i&gt;</description>
      <category>OpenTelemetry</category>
      <category>Redis</category>
      <category>AI Assisted Coding</category>
      <category>Site Reliability Engineering</category>
      <category>Kubernetes</category>
      <category>Prompt Engineering</category>
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      <category>Incident Response</category>
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      <pubDate>Thu, 23 Jul 2026 14:15:00 GMT</pubDate>
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      <dc:creator>Leela Kumili</dc:creator>
      <dc:date>2026-07-23T14:15:00Z</dc:date>
      <dc:identifier>/news/2026/07/expedia-ai-observability-star/en</dc:identifier>
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