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    <lastmod>2026-03-27</lastmod>
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      <image:title>The Titanium Birch Blog - Teach the process, not just the outcome (lessons from working with AI agents) - Make it stand out</image:title>
      <image:caption>(MagnetMagpie is the name of our project in GitHub.)</image:caption>
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    <loc>https://www.titaniumbirch.com/blog/building-factor-tilted-equity-portfolio</loc>
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    <lastmod>2026-03-12</lastmod>
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      <image:title>The Titanium Birch Blog - Building a factor-tilted equity portfolio: Our experience - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>The Titanium Birch Blog - Building a factor-tilted equity portfolio: Our experience - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:title>The Titanium Birch Blog - Building a factor-tilted equity portfolio: Our experience - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>The Titanium Birch Blog - Building a factor-tilted equity portfolio: Our experience - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>The Titanium Birch Blog - Building a factor-tilted equity portfolio: Our experience - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>The Titanium Birch Blog - Building a factor-tilted equity portfolio: Our experience - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>The Titanium Birch Blog - Building a factor-tilted equity portfolio: Our experience - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>The Titanium Birch Blog - Building a factor-tilted equity portfolio: Our experience - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:title>The Titanium Birch Blog - Building a factor-tilted equity portfolio: Our experience - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>The Titanium Birch Blog - Building a factor-tilted equity portfolio: Our experience - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>The Titanium Birch Blog - Building a factor-tilted equity portfolio: Our experience - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>The Titanium Birch Blog - Building a factor-tilted equity portfolio: Our experience - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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  <url>
    <loc>https://www.titaniumbirch.com/blog/market-implied-growth-rates</loc>
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    <priority>0.5</priority>
    <lastmod>2025-12-03</lastmod>
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      <image:title>The Titanium Birch Blog - Spotting implausible growth assumptions in US large-caps - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>The Titanium Birch Blog - Spotting implausible growth assumptions in US large-caps - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>The Titanium Birch Blog - Spotting implausible growth assumptions in US large-caps - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.titaniumbirch.com/blog/zsolt-first-100-days</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-09-08</lastmod>
  </url>
  <url>
    <loc>https://www.titaniumbirch.com/blog/automating-bookkeeping-and-reconciliation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-09-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/cfd8102d-f032-41d7-a1e9-22263d1f76d2/ledger-stages-table.png</image:loc>
      <image:title>The Titanium Birch Blog - “Lazy” bookkeeping: Our approach to automating bookkeeping and reconciliation - Make it stand out</image:title>
      <image:caption>Click/tap to expand graphic. To close, click/tap “x”.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/a3f640ca-643d-4363-bf6d-09b1cb0a6a2b/1-reconciled-a.png</image:loc>
      <image:title>The Titanium Birch Blog - “Lazy” bookkeeping: Our approach to automating bookkeeping and reconciliation - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/5a2ec716-560f-4884-a075-b535f3e9daa6/1-reconciled-b.png</image:loc>
      <image:title>The Titanium Birch Blog - “Lazy” bookkeeping: Our approach to automating bookkeeping and reconciliation - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/f3704e7e-9f33-46d8-8641-dc09c39d080c/2-categorised-a.png</image:loc>
      <image:title>The Titanium Birch Blog - “Lazy” bookkeeping: Our approach to automating bookkeeping and reconciliation - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/811580e6-c4a1-4ab9-b7a9-c848a18ccdd1/2-categorised-b.png</image:loc>
      <image:title>The Titanium Birch Blog - “Lazy” bookkeeping: Our approach to automating bookkeeping and reconciliation - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/3d950e70-8fde-4d55-ae09-314414a9784a/3-adjusted.png</image:loc>
      <image:title>The Titanium Birch Blog - “Lazy” bookkeeping: Our approach to automating bookkeeping and reconciliation - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/5d20325c-dde1-406d-b8a5-8821ed1456e9/4-eliminated.png</image:loc>
      <image:title>The Titanium Birch Blog - “Lazy” bookkeeping: Our approach to automating bookkeeping and reconciliation - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.titaniumbirch.com/blog/open-sourcing-sftp-wrangler</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-09-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/4d12bbd9-549b-433b-b604-3b9fbe0b0a8c/sftp-wrangler-github-screenshot.png</image:loc>
      <image:title>The Titanium Birch Blog - Open-sourcing our code for getting data from banks and brokers - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/3fff782c-5b69-43ab-902e-d7edd11ffc87/data-flows-titanium-birch.png</image:loc>
      <image:title>The Titanium Birch Blog - Open-sourcing our code for getting data from banks and brokers - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.titaniumbirch.com/blog/arch-integration-illiquid-fund-investments</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-09-10</lastmod>
    <image:image>
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      <image:title>The Titanium Birch Blog - Using Arch to streamline oversight of our alternative investments - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>The Titanium Birch Blog - Using Arch to streamline oversight of our alternative investments - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/bad2d2c9-6b47-4d76-97c1-cc61d1bee694/chart-value-contributions-distributions.png</image:loc>
      <image:title>The Titanium Birch Blog - Using Arch to streamline oversight of our alternative investments - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/ba474fed-c9f3-4b06-a957-7a9e56e9c660/ledgerpigeon-arch-integration.png</image:loc>
      <image:title>The Titanium Birch Blog - Using Arch to streamline oversight of our alternative investments - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/49ee20f9-f2e0-48d1-b986-88f67ebbd43e/capital-call-distribution-journal-entries.png</image:loc>
      <image:title>The Titanium Birch Blog - Using Arch to streamline oversight of our alternative investments - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/ef0cfaa6-6ede-4e55-9553-d6a40b031f0a/pnl-attribution-from-financials.png</image:loc>
      <image:title>The Titanium Birch Blog - Using Arch to streamline oversight of our alternative investments - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.titaniumbirch.com/blog/justina-generalist-career-path</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-09-10</lastmod>
    <image:image>
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      <image:title>The Titanium Birch Blog - How a generalist like me found a home at an investment firm - Make it stand out</image:title>
      <image:caption>Somebody: Draw a zebra crossing. Me: Challenge accepted.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.titaniumbirch.com/blog/our-new-office-in-singapore</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-09-10</lastmod>
    <image:image>
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      <image:title>The Titanium Birch Blog - Introducing Titanium Birch’s new office - Make it stand out</image:title>
      <image:caption>If you’re on mobile, pinch to zoom in and out.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/49a2f392-a2d7-4be2-8499-b6787373d4e8/office-logo.jpeg</image:loc>
      <image:title>The Titanium Birch Blog - Introducing Titanium Birch’s new office - Make it stand out</image:title>
      <image:caption>Call me cheesy, but my heart swelled with pride when I saw our logo for the first time.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/fff01c7e-970e-4c99-981f-2e52859b8ff0/office-pantry.jpeg</image:loc>
      <image:title>The Titanium Birch Blog - Introducing Titanium Birch’s new office - Make it stand out</image:title>
      <image:caption>A place to gather and eat our lunches, which we mostly bring from home.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/3eddf00f-a29f-4d8d-8e45-a2a074ad3341/office-couches.jpeg</image:loc>
      <image:title>The Titanium Birch Blog - Introducing Titanium Birch’s new office - Make it stand out</image:title>
      <image:caption>Couches for chilling.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/c1c4681c-84d7-4db3-9c91-947006bda9ed/office-workstation-phone-booths.jpeg</image:loc>
      <image:title>The Titanium Birch Blog - Introducing Titanium Birch’s new office - Make it stand out</image:title>
      <image:caption>Writing glass flanks the TV screens; two phone booths for private calls; generously sized workstations and ergonomic chairs; a piece of art. (The artwork, I realise, carries all of the colours of the clothes we tend to wear as a team.)</image:caption>
    </image:image>
    <image:image>
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      <image:title>The Titanium Birch Blog - Introducing Titanium Birch’s new office - Make it stand out</image:title>
      <image:caption>Debuting our AV setup!</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.titaniumbirch.com/blog/ode-to-accounting</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-09-10</lastmod>
  </url>
  <url>
    <loc>https://www.titaniumbirch.com/blog/tj-2024-08-dbt-meetup-talk</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-09-10</lastmod>
    <image:image>
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      <image:title>The Titanium Birch Blog - TJ’s talk on automating accounting and investment reporting at Singapore dbt Meetup event - Make it stand out</image:title>
      <image:caption>As TJ deliver his presentation, this author thought, “Wow, I feel really lucky and proud to be TJ's colleague!” Photo credit: dbt Meetup organisers.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.titaniumbirch.com/blog/standardising-data-for-reporting-and-accounting</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-09-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/bac99df7-fd9e-4d97-a5b9-e0c6d1ea7734/data-standardisation-chart.png</image:loc>
      <image:title>The Titanium Birch Blog - Standardising disparate data feeds for investment reporting and accounting - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/64c371116e4efc36070b56cf/3727527e-ee97-44b5-b359-3538cd64fcc1/Screenshot+2024-07-09+at+4.42.39%E2%80%AFPM.png</image:loc>
      <image:title>The Titanium Birch Blog - Standardising disparate data feeds for investment reporting and accounting - Make it stand out</image:title>
      <image:caption>Here’s an example of how SoftLedger automatically handles consolidation and eliminating entries.</image:caption>
    </image:image>
    <image:image>
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      <image:title>The Titanium Birch Blog - Standardising disparate data feeds for investment reporting and accounting - Make it stand out</image:title>
      <image:caption>This is an example of how we specify balance tests, ensuring that the balances don't go out of alignment due to future code changes.</image:caption>
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      <image:title>The Titanium Birch Blog - 50% of companies we know have domains that are vulnerable to email spoofing - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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