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      <title><![CDATA[From Zero to Hired: Building a Developer Portfolio That Gets Noticed]]></title>
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      <pubDate>Sat, 09 May 2026 14:45:29 GMT</pubDate>
      <description><![CDATA[A portfolio is your proof of work. Here is exactly what to put in it, how to structure it, and the mistakes that make recruiters close the tab.]]></description>
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      <dc:creator><![CDATA[Aanya Rao]]></dc:creator>
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      <title><![CDATA[The AI Engineer job market in 2026: who's actually hiring, and for what]]></title>
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      <pubDate>Fri, 08 May 2026 09:00:00 GMT</pubDate>
      <description><![CDATA[We pulled 4,200 AI engineering listings across the last six months and untangled the ten role archetypes hiding behind the same job title. Plus what each one actually pays.]]></description>
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      <title><![CDATA[RAG isn't a system, it's a 12-stage failure surface]]></title>
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      <pubDate>Fri, 01 May 2026 09:00:00 GMT</pubDate>
      <description><![CDATA[Where retrieval pipelines actually break in production, and the eval harness that catches it before users do.]]></description>
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      <title><![CDATA[The 2026 Python tooling stack we actually use]]></title>
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      <pubDate>Tue, 28 Apr 2026 09:00:00 GMT</pubDate>
      <description><![CDATA[uv, ruff, ty, pytest. What replaced everything else, and the migration paths that don't break your CI.]]></description>
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      <dc:creator><![CDATA[Priya Mehta]]></dc:creator>
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      <title><![CDATA[Threat modeling for solo founders without a security team]]></title>
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      <pubDate>Fri, 24 Apr 2026 09:00:00 GMT</pubDate>
      <description><![CDATA[A 90-minute exercise that catches the issues an external audit usually flags first. Templates included.]]></description>
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      <dc:creator><![CDATA[Jamie Liu]]></dc:creator>
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      <title><![CDATA[How to read an engineering job ladder before you take the offer]]></title>
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      <pubDate>Tue, 21 Apr 2026 09:00:00 GMT</pubDate>
      <description><![CDATA[The five questions that tell you whether a "Senior" role is actually senior, or just inflated to fit the comp band.]]></description>
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      <dc:creator><![CDATA[Aanya Rao]]></dc:creator>
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      <title><![CDATA[An eval harness that survives contact with a real user base]]></title>
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      <pubDate>Fri, 17 Apr 2026 09:00:00 GMT</pubDate>
      <description><![CDATA[How to build LLM evaluation infrastructure that catches regressions before users do — and stays maintained.]]></description>
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      <dc:creator><![CDATA[Daniel Kim]]></dc:creator>
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      <title><![CDATA[The four interview signals that actually predict performance]]></title>
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      <pubDate>Tue, 14 Apr 2026 09:00:00 GMT</pubDate>
      <description><![CDATA[After 200+ engineering interviews, these are the only signals that correlate with 6-month performance reviews.]]></description>
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      <dc:creator><![CDATA[Priya Mehta]]></dc:creator>
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      <title><![CDATA[Why your agent demo doesn't survive a real workflow]]></title>
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      <pubDate>Fri, 10 Apr 2026 09:00:00 GMT</pubDate>
      <description><![CDATA[The five failure modes that kill agent systems after the demo — and the architecture patterns that prevent them.]]></description>
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      <dc:creator><![CDATA[Jamie Liu]]></dc:creator>
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      <title><![CDATA[What a portfolio that actually gets interviews looks like in 2026]]></title>
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      <pubDate>Mon, 06 Apr 2026 09:00:00 GMT</pubDate>
      <description><![CDATA[Not your GitHub commit graph. Not a CRUD app. Here's what hiring managers are actually opening.]]></description>
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      <dc:creator><![CDATA[Aanya Rao]]></dc:creator>
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      <title><![CDATA[When fine-tuning is worth it (and the cheaper alternatives that usually win)]]></title>
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      <pubDate>Fri, 03 Apr 2026 09:00:00 GMT</pubDate>
      <description><![CDATA[A decision framework for choosing between prompting, RAG, fine-tuning, and full training — with real cost numbers.]]></description>
      <category>ai</category>
      <dc:creator><![CDATA[Daniel Kim]]></dc:creator>
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      <title><![CDATA[The postmortem template that makes incidents worth the pain]]></title>
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      <pubDate>Tue, 31 Mar 2026 09:00:00 GMT</pubDate>
      <description><![CDATA[A structured format for turning outages into institutional knowledge — and actually following through on action items.]]></description>
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      <dc:creator><![CDATA[Jamie Liu]]></dc:creator>
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      <title><![CDATA[Prompt injection defenses that hold up under adversarial testing]]></title>
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      <pubDate>Fri, 27 Mar 2026 09:00:00 GMT</pubDate>
      <description><![CDATA[What actually works in production — beyond the naive input-sanitization approaches that break within an hour.]]></description>
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