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    <title>topic Re: I taught Copilot to analyze Windows Crash Dumps - it's amazing. in AI</title>
    <link>https://community.dynatrace.com/t5/AI/I-taught-Copilot-to-analyze-Windows-Crash-Dumps-it-s-amazing/m-p/294376#M28</link>
    <description>&lt;P&gt;Hi&amp;nbsp;&amp;nbsp;&lt;a href="https://community.dynatrace.com/t5/user/viewprofilepage/user-id/29962"&gt;@CTull&lt;/a&gt;&amp;nbsp;, that's amazing!&amp;nbsp;&lt;BR /&gt;&lt;BR /&gt;To take observability one step further and enrich the analysis of your crash scenarios, I recommend evaluating the possibility of ingesting the processed WinDbg results into Dynatrace using the ingestion APIs.&lt;BR /&gt;&lt;BR /&gt;This will allow you to centralize all your crash dumps, correlate them, and leverage the analytical power of Grail to gain deep, actionable insights.&lt;BR /&gt;By doing so, you will be able to enable a number of advanced use cases, such as:&lt;/P&gt;&lt;UL&gt;&lt;LI&gt;Build a complete failure history, with traceability of each crash at the service, environment, version and host level.&lt;/LI&gt;&lt;LI&gt;Identify recurring patterns in exceptions, faulty modules, offsets, call stacks and crash signatures.&lt;/LI&gt;&lt;LI&gt;Correlate failures with infrastructure, deployments, load or vulnerabilities&lt;/LI&gt;&lt;LI&gt;Automate alerts or remediation flows.&lt;/LI&gt;&lt;LI&gt;Cross-reference crash information with logs, metrics, traces and security, taking advantage of the unified ingestion capacity.&lt;/LI&gt;&lt;LI&gt;Generate observability for development teams, exposing crash insights directly from Dynatrace through MCP, Notebooks, Dashboards or integration with your IDEs.&lt;/LI&gt;&lt;LI&gt;Create “crash fingerprinting” models, allowing you to automatically detect when a failure is new or already known, reducing MTTR.&lt;/LI&gt;&lt;/UL&gt;&lt;P&gt;In resume, ingesting WinDbg results into Dynatrace not only centralizes technical analysis, but turns crash dumps into actionable data at scale, fully integrated with your observability, security and automation ecosystem.&lt;BR /&gt;&lt;BR /&gt;I hope you consider it and tell us the value it generates for you.&amp;nbsp;&lt;span class="lia-unicode-emoji" title=":flexed_biceps:"&gt;💪&lt;/span&gt;&lt;/P&gt;</description>
    <pubDate>Sun, 08 Feb 2026 19:53:33 GMT</pubDate>
    <dc:creator>PierreGutierrez</dc:creator>
    <dc:date>2026-02-08T19:53:33Z</dc:date>
    <item>
      <title>I taught Copilot to analyze Windows Crash Dumps - it's amazing.</title>
      <link>https://community.dynatrace.com/t5/AI/I-taught-Copilot-to-analyze-Windows-Crash-Dumps-it-s-amazing/m-p/294092#M27</link>
      <description>&lt;P&gt;&lt;A href="https://www.reddit.com/r/programming/comments/1kes3wq/i_taught_copilot_to_analyze_windows_crash_dumps/" target="_blank" rel="noopener"&gt;https://www.reddit.com/r/programming/comments/1kes3wq/i_taught_copilot_to_analyze_windows_crash_dumps/&lt;/A&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;A Model Context Protocol Server to connect WinDBG with AI&lt;/STRONG&gt;&lt;/P&gt;&lt;UL&gt;&lt;LI&gt;&lt;P&gt;Repository:&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;A class="" href="https://github.com/svnscha/mcp-windbg" target="_blank" rel="noopener nofollow noreferrer ugc"&gt;svnscha/mcp-windbg&lt;/A&gt;&lt;/P&gt;&lt;/LI&gt;&lt;LI&gt;&lt;P&gt;License: MIT&lt;/P&gt;&lt;/LI&gt;&lt;/UL&gt;&lt;P&gt;Ever felt like crash dump analysis is stuck in the past? While the rest of software development has embraced modern tools, we're still manually typing commands like&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;!analyze -v&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;in WinDbg.&lt;/P&gt;&lt;P&gt;I decided to change that. Inspired by the capabilities of AI, I integrated GitHub Copilot with WinDbg, creating a tool that allows for conversational crash dump analysis.&lt;/P&gt;&lt;P&gt;Instead of deciphering hex codes and stack traces, you can now ask, "&lt;STRONG&gt;Why did this application crash?&lt;/STRONG&gt;" and receive a clear, contextual answer.&lt;/P&gt;&lt;P&gt;Check out the full write-up and demo videos here:&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;A class="" href="https://svnscha.de/posts/ai-meets-windbg/" target="_blank" rel="noopener nofollow noreferrer ugc"&gt;The Future of Crash Analysis: AI Meets WinDbg&lt;/A&gt;&lt;/P&gt;&lt;P&gt;Feedback and thoughts are welcome!&lt;/P&gt;</description>
      <pubDate>Tue, 03 Feb 2026 20:06:05 GMT</pubDate>
      <guid>https://community.dynatrace.com/t5/AI/I-taught-Copilot-to-analyze-Windows-Crash-Dumps-it-s-amazing/m-p/294092#M27</guid>
      <dc:creator>CTull</dc:creator>
      <dc:date>2026-02-03T20:06:05Z</dc:date>
    </item>
    <item>
      <title>Re: I taught Copilot to analyze Windows Crash Dumps - it's amazing.</title>
      <link>https://community.dynatrace.com/t5/AI/I-taught-Copilot-to-analyze-Windows-Crash-Dumps-it-s-amazing/m-p/294376#M28</link>
      <description>&lt;P&gt;Hi&amp;nbsp;&amp;nbsp;&lt;a href="https://community.dynatrace.com/t5/user/viewprofilepage/user-id/29962"&gt;@CTull&lt;/a&gt;&amp;nbsp;, that's amazing!&amp;nbsp;&lt;BR /&gt;&lt;BR /&gt;To take observability one step further and enrich the analysis of your crash scenarios, I recommend evaluating the possibility of ingesting the processed WinDbg results into Dynatrace using the ingestion APIs.&lt;BR /&gt;&lt;BR /&gt;This will allow you to centralize all your crash dumps, correlate them, and leverage the analytical power of Grail to gain deep, actionable insights.&lt;BR /&gt;By doing so, you will be able to enable a number of advanced use cases, such as:&lt;/P&gt;&lt;UL&gt;&lt;LI&gt;Build a complete failure history, with traceability of each crash at the service, environment, version and host level.&lt;/LI&gt;&lt;LI&gt;Identify recurring patterns in exceptions, faulty modules, offsets, call stacks and crash signatures.&lt;/LI&gt;&lt;LI&gt;Correlate failures with infrastructure, deployments, load or vulnerabilities&lt;/LI&gt;&lt;LI&gt;Automate alerts or remediation flows.&lt;/LI&gt;&lt;LI&gt;Cross-reference crash information with logs, metrics, traces and security, taking advantage of the unified ingestion capacity.&lt;/LI&gt;&lt;LI&gt;Generate observability for development teams, exposing crash insights directly from Dynatrace through MCP, Notebooks, Dashboards or integration with your IDEs.&lt;/LI&gt;&lt;LI&gt;Create “crash fingerprinting” models, allowing you to automatically detect when a failure is new or already known, reducing MTTR.&lt;/LI&gt;&lt;/UL&gt;&lt;P&gt;In resume, ingesting WinDbg results into Dynatrace not only centralizes technical analysis, but turns crash dumps into actionable data at scale, fully integrated with your observability, security and automation ecosystem.&lt;BR /&gt;&lt;BR /&gt;I hope you consider it and tell us the value it generates for you.&amp;nbsp;&lt;span class="lia-unicode-emoji" title=":flexed_biceps:"&gt;💪&lt;/span&gt;&lt;/P&gt;</description>
      <pubDate>Sun, 08 Feb 2026 19:53:33 GMT</pubDate>
      <guid>https://community.dynatrace.com/t5/AI/I-taught-Copilot-to-analyze-Windows-Crash-Dumps-it-s-amazing/m-p/294376#M28</guid>
      <dc:creator>PierreGutierrez</dc:creator>
      <dc:date>2026-02-08T19:53:33Z</dc:date>
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