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  <title>Deephaven Blog - Real-time thinking</title>
  <link>https://deephaven.io/blog</link>
  <description>Our latest posts on computer science, use cases, and everything Deephaven</description>
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    <title>Release notes for Deephaven Core version 42</title>
    <link>https://deephaven.io/blog/2026/07/01/release-notes-42/</link>
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    <pubDate>Wed, 01 Jul 2026 00:00:00 GMT</pubDate>
    <description>Formula aggregations in rollups, run-end encoding for Barrage, and a broad set of engine and client fixes</description>
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    <title>Miners light the fuse: Tracking Bitcoin liquidation cascades in real-time</title>
    <link>https://deephaven.io/blog/2026/06/16/crypto-liquidation-cascades/</link>
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    <pubDate>Tue, 16 Jun 2026 00:00:00 GMT</pubDate>
    <description>How miner capitulation triggers futures liquidations — and how to watch it happen live</description>
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    <dc:creator>Margaret Kennedy</dc:creator>
    <category>examples</category>
    <category>AI/ML</category>
    <category>Python</category>
    <category>real-time</category>
    <category>capital markets</category>
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  <item>
    <title>Real-Time Anomaly Detection: Your ML Model Spots Problems Before Your Dashboard Turns Red</title>
    <link>https://deephaven.io/blog/2026/06/09/deephaven-learn/</link>
    <guid isPermaLink="true">https://deephaven.io/blog/2026/06/09/deephaven-learn/</guid>
    <pubDate>Tue, 09 Jun 2026 00:00:00 GMT</pubDate>
    <description>Deploy ML models on streaming data — processing only the rows that change</description>
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    <dc:creator>Margaret Kennedy</dc:creator>
    <category>Python</category>
    <category>AI/ML</category>
    <category>real-time</category>
    <category>examples</category>
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  <item>
    <title>Build multi-page apps with client-side routing</title>
    <link>https://deephaven.io/blog/2026/06/01/router-navigation/</link>
    <guid isPermaLink="true">https://deephaven.io/blog/2026/06/01/router-navigation/</guid>
    <pubDate>Mon, 01 Jun 2026 00:00:00 GMT</pubDate>
    <description>Navigate between views, share URLs, and read URL parameters in deephaven.ui</description>
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    <dc:creator>Joseph Numainville</dc:creator>
    <category>feature</category>
    <category>example</category>
    <category>Python</category>
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  <item>
    <title>Skill evals for measurable agent self-improvement</title>
    <link>https://deephaven.io/blog/2026/05/29/agent-skills-evals/</link>
    <guid isPermaLink="true">https://deephaven.io/blog/2026/05/29/agent-skills-evals/</guid>
    <pubDate>Fri, 29 May 2026 00:00:00 GMT</pubDate>
    <description>Customizing claude skill-creator for iterative skill development</description>
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    <dc:creator>Don McKenzie</dc:creator>
    <category>AI/ML</category>
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  <item>
    <title>Finding the Hidden Risks: Portfolio Stress Detection in Private Credit</title>
    <link>https://deephaven.io/blog/2026/05/28/private-credit-stress-detection/</link>
    <guid isPermaLink="true">https://deephaven.io/blog/2026/05/28/private-credit-stress-detection/</guid>
    <pubDate>Thu, 28 May 2026 00:00:00 GMT</pubDate>
    <description>How to identify vulnerable borrowers and concentration risks before they become public problems</description>
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    <dc:creator>Elijah Petty</dc:creator>
    <category>examples</category>
    <category>Python</category>
    <category>capital markets</category>
  </item>
  <item>
    <title>Real-Time Options Greeks Dashboard with AI-Powered Analysis</title>
    <link>https://deephaven.io/blog/2026/05/21/options-greeks-dashboard/</link>
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    <pubDate>Thu, 21 May 2026 00:00:00 GMT</pubDate>
    <description>Build a live Greeks dashboard and ask Claude what to do before you log off.</description>
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    <dc:creator>Margaret Kennedy</dc:creator>
    <category>examples</category>
    <category>Python</category>
    <category>capital markets</category>
    <category>real-time</category>
    <category>AI/ML</category>
  </item>
  <item>
    <title>Sell in May and go away? Testing the adage with 50 years of data</title>
    <link>https://deephaven.io/blog/2026/05/08/sell-in-may/</link>
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    <pubDate>Fri, 08 May 2026 00:00:00 GMT</pubDate>
    <description>S&amp;P 500 seasonal patterns, sector breakdowns, and risk-adjusted returns, by the numbers</description>
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    <dc:creator>Margaret Kennedy</dc:creator>
    <category>examples</category>
    <category>Python</category>
    <category>capital markets</category>
    <category>data science</category>
  </item>
  <item>
    <title>Draft smarter — NFL pick analysis with Deephaven</title>
    <link>https://deephaven.io/blog/2026/04/20/nfl-draft-analytics/</link>
    <guid isPermaLink="true">https://deephaven.io/blog/2026/04/20/nfl-draft-analytics/</guid>
    <pubDate>Mon, 20 Apr 2026 00:00:00 GMT</pubDate>
    <description>Tom Brady went 199th. Where do Pro Bowlers actually come from? We analyzed 20 years of draft data to find out</description>
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    <dc:creator>Margaret Kennedy</dc:creator>
    <category>examples</category>
    <category>Python</category>
    <category>data science</category>
  </item>
  <item>
    <title>Your AI writes your morning market briefing</title>
    <link>https://deephaven.io/blog/2026/04/17/ai-morning-briefing/</link>
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    <pubDate>Fri, 17 Apr 2026 00:00:00 GMT</pubDate>
    <description>Deephaven + MCP = automated analysis of overnight moves, portfolio impact, and what to watch</description>
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    <dc:creator>Margaret Kennedy</dc:creator>
    <category>examples</category>
    <category>Python</category>
    <category>AI/ML</category>
    <category>real-time</category>
  </item>
  <item>
    <title>Oil at $110: Analyzing energy market chaos with AI</title>
    <link>https://deephaven.io/blog/2026/04/10/energy-market-volatility/</link>
    <guid isPermaLink="true">https://deephaven.io/blog/2026/04/10/energy-market-volatility/</guid>
    <pubDate>Fri, 10 Apr 2026 00:00:00 GMT</pubDate>
    <description>Using Deephaven + AI to track the Iran crisis impact on global energy prices</description>
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    <dc:creator>Margaret Kennedy</dc:creator>
    <category>examples</category>
    <category>AI/ML</category>
    <category>Python</category>
    <category>real-time</category>
  </item>
  <item>
    <title>Are Bitcoin miners still making money?</title>
    <link>https://deephaven.io/blog/2026/04/09/crypto-mining-economics/</link>
    <guid isPermaLink="true">https://deephaven.io/blog/2026/04/09/crypto-mining-economics/</guid>
    <pubDate>Thu, 09 Apr 2026 00:00:00 GMT</pubDate>
    <description>Using Deephaven + AI to analyze why mining profitability just hit a wall</description>
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    <dc:creator>Margaret Kennedy</dc:creator>
    <category>examples</category>
    <category>AI/ML</category>
    <category>Python</category>
    <category>real-time</category>
  </item>
  <item>
    <title>AI-powered baseball analytics: Natural language queries on Statcast data</title>
    <link>https://deephaven.io/blog/2026/04/01/ai-baseball-analytics/</link>
    <guid isPermaLink="true">https://deephaven.io/blog/2026/04/01/ai-baseball-analytics/</guid>
    <pubDate>Wed, 01 Apr 2026 00:00:00 GMT</pubDate>
    <description>Query pitch-level data with plain English using Deephaven MCP</description>
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    <dc:creator>Margaret Kennedy</dc:creator>
    <category>examples</category>
    <category>AI/ML</category>
    <category>Python</category>
    <category>real-time</category>
  </item>
  <item>
    <title>Introducing Deephaven Enterprise 1.202601: Pivot tables, smarter queries, and a better developer experience</title>
    <link>https://deephaven.io/blog/2026/03/30/grizzly-plus-release/</link>
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    <pubDate>Mon, 30 Mar 2026 00:00:00 GMT</pubDate>
    <description>Powerful new tools for data exploration and streamlined workflows</description>
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    <dc:creator>Margaret Kennedy</dc:creator>
    <dc:creator>Claude</dc:creator>
    <category>news</category>
    <category>release</category>
    <category>feature</category>
  </item>
  <item>
    <title>Connecting your March Madness dashboard to live data</title>
    <link>https://deephaven.io/blog/2026/03/19/march-madness-live-api/</link>
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    <pubDate>Thu, 19 Mar 2026 00:00:00 GMT</pubDate>
    <description>Part 4 of the March Madness series: Swap simulation for real tournament feeds</description>
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    <dc:creator>Margaret Kennedy</dc:creator>
    <dc:creator>Claude</dc:creator>
    <category>examples</category>
    <category>real-time</category>
    <category>Python</category>
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