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      <title>Zak El Fassi | Systems Engineering for the Agentic AI Age</title>
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      <description>Founder &amp; CEO of Talk &amp; Comment, former Head of Messaging Product Partnerships at Meta, and Co-Founder &amp; CTO of INK + PORCELAIN. Systems engineer, operator, and writer building voice platforms and agent systems from inside live products.</description>
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      <managingEditor>zakelfassi@gmail.com (Zak El Fassi)</managingEditor>
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      <lastBuildDate>Fri, 10 Apr 2026 00:00:00 GMT</lastBuildDate>
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    <title>32 Tests, Zero Dollars: Visual E2E Testing with a VLM Running on My Laptop</title>
    <link>https://zakelfassi.com/blog/2026/2026-04-10-vlm-visual-testing-chrome-extension</link>
    <description>I replaced a broken Playwright setup with a vision-language model that looks at screenshots and tells me if the UI is right. 32 tests, 10 minutes, running entirely on Apple Silicon. No cloud. No flaky CI. No bill.</description>
    <pubDate>Fri, 10 Apr 2026 00:00:00 GMT</pubDate>
    <author>zakelfassi@gmail.com (Zak El Fassi)</author>
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