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    <title>Gurmeet Singh — Insights</title>
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    <description>Thought leadership on quality engineering, automation, and AI in software delivery.</description>
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      <title>Treating Your Portfolio Like a Product: Quality Engineering on a Personal Site</title>
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      <pubDate>Mon, 22 Jun 2026 00:00:00 GMT</pubDate>
      <category>Engineering Practice</category>
      <description><![CDATA[What happened when I applied the same quality engineering discipline I advise, cross-browser tests, CI gates, internationalization, and SEO, to my own website. Including the real Safari issue a test caught before anyone noticed.]]></description>
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      <title>Agentic AI in Software Delivery: Real Opportunities, Real Risks</title>
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      <pubDate>Thu, 12 Mar 2026 00:00:00 GMT</pubDate>
      <category>AI in QE</category>
      <description><![CDATA[Agentic systems can unlock meaningful engineering leverage, but only when bounded by review, observability, and explicit quality control.]]></description>
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      <title>How AI Will Change Test Automation and Quality Engineering</title>
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      <pubDate>Fri, 06 Mar 2026 00:00:00 GMT</pubDate>
      <category>AI in QE</category>
      <description><![CDATA[AI will reshape quality work, but the value will come from grounded workflow improvements rather than speculative promises about full automation.]]></description>
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      <title>Playwright at Scale: What Good Actually Looks Like</title>
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      <pubDate>Sat, 28 Feb 2026 00:00:00 GMT</pubDate>
      <category>Automation</category>
      <description><![CDATA[A maintainable Playwright setup is more than fast syntax. It requires architecture, CI discipline, and clear ownership patterns that survive team growth.]]></description>
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      <title>From QA to Quality Engineering: A Practical Transformation Guide</title>
      <link>https://www.gurmeetsingh.de/en/insights/qa-to-quality-engineering-practical-guide</link>
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      <pubDate>Sat, 14 Feb 2026 00:00:00 GMT</pubDate>
      <category>Transformation</category>
      <description><![CDATA[What a real QE transformation looks like when you move beyond org-chart language and focus on ownership, delivery behavior, and measurable outcomes.]]></description>
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      <title>Why Traditional QA Operating Models Break at Scale</title>
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      <pubDate>Fri, 30 Jan 2026 00:00:00 GMT</pubDate>
      <category>Leadership</category>
      <description><![CDATA[Traditional QA structures often become a bottleneck when product complexity, release frequency, and engineering autonomy increase.]]></description>
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      <title>Building a Modern Quality Engineering Function</title>
      <link>https://www.gurmeetsingh.de/en/insights/building-a-modern-quality-engineering-function</link>
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      <pubDate>Thu, 18 Dec 2025 00:00:00 GMT</pubDate>
      <category>Leadership</category>
      <description><![CDATA[A modern QE function balances leadership, platform thinking, delivery enablement, and practical governance without becoming process-heavy.]]></description>
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