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    <loc>https://sunkthought.com/knowledge</loc>
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    <lastmod>2025-08-28</lastmod>
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  <url>
    <loc>https://sunkthought.com/knowledge/source-a-reading-list-0-the-promise-amp-pain-of-multi-agent-systems</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-08-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/82679a13-4b38-4c76-8f6b-b9a339a6b9d9/ma-5.jpg</image:loc>
      <image:title>Knowledge Base - [Source]: A Reading List [0]; The Promise &amp;amp; Pain of Multi-Agents - Make it stand out</image:title>
      <image:caption>Since then, Context Engineering has completely blown up, thanks in part to the above tweet Andrej sent a couple weeks after that post by Cognition.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/9206b94c-6a88-4308-be1c-fef627dd0c9f/ma-2.jpg</image:loc>
      <image:title>Knowledge Base - [Source]: A Reading List [0]; The Promise &amp;amp; Pain of Multi-Agents - 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/v1/66067737796b577be7c17c00/5b1cbc5a-20aa-48ed-9d7a-9029913e98bb/ma-1.jpg</image:loc>
      <image:title>Knowledge Base - [Source]: A Reading List [0]; The Promise &amp;amp; Pain of Multi-Agents - 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/v1/66067737796b577be7c17c00/72e5ceb7-84b5-48e5-a2df-8d903de88983/ma-6.jpg</image:loc>
      <image:title>Knowledge Base - [Source]: A Reading List [0]; The Promise &amp;amp; Pain of Multi-Agents - Make it stand out</image:title>
      <image:caption>This is another great illustration of “Conclusion 4: The gap between prototype and production is wider than you think.” What starts out so simply can quickly turn into needing to learn a lot of new concepts and weigh a slew of nascent technologies against each other.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/c270011d-ec15-453a-9576-5f4dead0a3aa/ChatGPT+Image+Aug+10%2C+2025%2C+07_30_50+PM.png</image:loc>
      <image:title>Knowledge Base - [Source]: A Reading List [0]; The Promise &amp;amp; Pain of Multi-Agents</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/d872e584-f779-4c75-8fad-89e7ac028be2/ma-7.jpg</image:loc>
      <image:title>Knowledge Base - [Source]: A Reading List [0]; The Promise &amp;amp; Pain of Multi-Agents - 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/v1/66067737796b577be7c17c00/23c410c1-1075-41b4-964d-fcb7a698a60b/ma-4.jpg</image:loc>
      <image:title>Knowledge Base - [Source]: A Reading List [0]; The Promise &amp;amp; Pain of Multi-Agents - 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/v1/66067737796b577be7c17c00/ad86b223-54da-4ae7-a5fa-12d7cacc0189/ma-3.jpg</image:loc>
      <image:title>Knowledge Base - [Source]: A Reading List [0]; The Promise &amp;amp; Pain of Multi-Agents - 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://sunkthought.com/knowledge/your-company-is-not-ready-for-the-magnitudes-your-ceo-seeks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-05-12</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/92dfaa44-1389-4263-b1e0-2cd1556702f6/wil-new-short.jpeg</image:loc>
      <image:title>Knowledge Base - your company is not ready for the magnitudes your CEO seeks - Make it stand out</image:title>
      <image:caption>In nearly 30 years of software engineering, product design, and management Wil has seen how your company does product engineering. Be it at VC backed startups, unicorns, and multi-billion dollar publicly traded companies, he’s been there, and he has notes for you.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://sunkthought.com/knowledge/understanding-ais-limitations</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-05-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/9841aeee-deb9-47ef-ac21-5180978af961/infield.jpeg</image:loc>
      <image:title>Knowledge Base - avoid common pitfalls by understanding ai’s limitations - 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/v1/66067737796b577be7c17c00/26a3d427-d156-4c2c-bdbf-cfc0a7e74efc/hacked.jpeg</image:loc>
      <image:title>Knowledge Base - avoid common pitfalls by understanding ai’s limitations - Make it stand out</image:title>
      <image:caption>How can you avoid a nightmare AI scenario? By knowing what you can and can’t trust your AI companion to do.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://sunkthought.com/knowledge/how-to-always-get-paid-as-a-contractorconsultant</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-01</lastmod>
  </url>
  <url>
    <loc>https://sunkthought.com/knowledge/what-cinematography-taught-me-about-technology</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-03-04</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/b37ed305-8f98-4f3d-b017-e5bc795598db/camera.jpeg</image:loc>
      <image:title>Knowledge Base - what cinematography taught me about technology - 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://sunkthought.com/knowledge/study-are-your-engineers-on-autopilot-while-using-copilot</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-16</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/58ba4129-d968-40a6-bef1-25ab07775af1/dora.jpg</image:loc>
      <image:title>Knowledge Base - study: are your engineers on autopilot while using copilot? - 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/v1/66067737796b577be7c17c00/34050e83-35e4-4b6c-bdd9-58c26085dc20/city-alley-night-rain.jpg</image:loc>
      <image:title>Knowledge Base - study: are your engineers on autopilot while using copilot? - 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://sunkthought.com/knowledge/the-ai-playbook-part-2-setup-your-own-personal-ai-toolkit</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-08-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/fc4e84e6-747d-46fb-8813-849f5fdd440d/open+webui.jpg</image:loc>
      <image:title>Knowledge Base - set up a private personal ai toolkit - Make it stand out</image:title>
      <image:caption>Pretty slick… And, so easy, too!</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/436da16a-39cc-49d4-9b2f-068a976fb15b/continue.jpg</image:loc>
      <image:title>Knowledge Base - set up a private personal ai toolkit - Make it stand out</image:title>
      <image:caption>And, just like that, you have your own pair-programming assistant that lives in your computer and shares no data with MSFT!</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/1a229c44-eb03-4aff-84bb-8148666489a4/workstation-holo.jpg</image:loc>
      <image:title>Knowledge Base - set up a private personal ai toolkit - 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/v1/66067737796b577be7c17c00/d99f157d-f708-45d3-b97b-a0f5422e3a90/term-llama.jpg</image:loc>
      <image:title>Knowledge Base - set up a private personal ai toolkit - Make it stand out</image:title>
      <image:caption>We’ve got an AI in our laps, now!</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://sunkthought.com/knowledge/the-ai-playbook-part-1-integrating-llms-at-work</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-08-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/ca2ee231-878c-4ba8-b172-acc2ad144a49/purple-hq-withchair.jpg</image:loc>
      <image:title>Knowledge Base - integrating llms at work - Make it stand out</image:title>
      <image:caption>One chair, a million screens… is this the future of work?</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://sunkthought.com/knowledge/book-report-tribal-leadership</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/61fe6577-a35f-448b-98f0-42f3880634b2/tribal.jpg</image:loc>
      <image:title>Knowledge Base - book report: tribal leadership by dan logan - 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://sunkthought.com/knowledge/download-responsive-eng-at-yammer</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/4c056bc4-6da6-4b70-91d0-9fceb5ae1b32/pdf.jpg</image:loc>
      <image:title>Knowledge Base - the playbook appendix: responsive eng at yammer - Make it stand out</image:title>
      <image:caption>Download the PDF</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://sunkthought.com/knowledge/the-playbook-pt-7-pm-ing-your-operating-structure</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/7977e263-9b33-4a12-b6a8-4d3734e861fe/headquarters-green-purp.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 7: pm-ing your operating structure - 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://sunkthought.com/knowledge/the-playbook-pt-6-a-scaling-rosetta-stone</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/d61d5375-9e07-4067-93e5-4aa8a7dd2b71/evol-4.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 6: a scaling rosetta stone - 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/v1/66067737796b577be7c17c00/45bf16de-6794-4b72-b98c-eb764c7db45f/evol-2.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 6: a scaling rosetta stone - 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/v1/66067737796b577be7c17c00/4403fbb9-7eb9-4e86-8c10-bcbee90f38a7/exterior-night.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 6: a scaling rosetta stone - 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/v1/66067737796b577be7c17c00/20e78031-69e9-4496-aaab-d1d384f65faf/evol-3.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 6: a scaling rosetta stone - 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/v1/66067737796b577be7c17c00/61e99176-387a-4fb2-94cc-3ee77a318b86/evol-1.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 6: a scaling rosetta stone - 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://sunkthought.com/knowledge/the-playbook-pt-5-engineering-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/fd8fc438-d961-48f6-bc63-812072a4c399/hangar.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 5: engineering management - 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://sunkthought.com/knowledge/the-playbook-pt-4-product-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/0a1cd710-ab3b-40cd-abef-0b385fd3b10c/city-street-night-rain.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 4: product management - 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://sunkthought.com/knowledge/the-playbook-pt-3-people-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-18</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/b874e2d5-e989-4067-819d-79facf60a2c5/people-office-large.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 3: talent management - 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://sunkthought.com/knowledge/the-playbook-pt-2-codify-your-culture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/c5f9ac79-5389-4f97-bf44-1be6b01f56d4/codify.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 2: codify your culture - 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/v1/66067737796b577be7c17c00/dcd675df-312e-4fac-a2fb-d2f3a80d2e2e/tom-2.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 2: codify your culture - Make it stand out</image:title>
      <image:caption>What does this :tomato: care about?</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/99ac86b6-68e8-4d20-953a-9866151eb25f/tom-4.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 2: codify your culture - Make it stand out</image:title>
      <image:caption>Is this even a :tomato:? I dunno. kewl</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/bdcacc94-1aed-4a05-9ffc-ea0e8aad1fd7/tom-3.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 2: codify your culture - Make it stand out</image:title>
      <image:caption>What does this :tomato: care about?</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/6f402110-5e1d-4711-97b9-07b45eae4245/tom-5.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 2: codify your culture - Make it stand out</image:title>
      <image:caption>Did you guess which :tomato: was whose?</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/5ae8b803-7fdd-4b0d-8493-442066e4c6a7/tom-1.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 2: codify your culture - Make it stand out</image:title>
      <image:caption>What does this :tomato: care about?</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://sunkthought.com/knowledge/the-playbook-part-1</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/1d79d64e-f5dd-4f5b-b849-644e960f5a81/people-collab-medium.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 1: relationships of trust - 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://sunkthought.com/knowledge/the-playbook-part-0</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/662cdeb2-feb2-4e3e-b8ad-a4ebe13bdc3c/people-office-huge.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 0: forward &amp;amp; contents - 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/v1/66067737796b577be7c17c00/24f4e2a5-153d-4986-882d-8c306ac3b3a0/people-space-enginebay.jpg</image:loc>
      <image:title>Knowledge Base - the playbook part 0: forward &amp;amp; contents - 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://sunkthought.com/knowledge/backlog-how-i-weigh-tech-decisions</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66067737796b577be7c17c00/019f21f3-8206-4e59-baa4-6859e2e3cdc7/chart.jpg</image:loc>
      <image:title>Knowledge Base - back issue: how i weigh technology decisions - Make it stand out</image:title>
      <image:caption>The most beautiful diagram ever created</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://sunkthought.com/knowledge/back-issue-winning-with-code2040</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-05</lastmod>
  </url>
  <url>
    <loc>https://sunkthought.com/knowledge/back-issue-the-next-big-thing-started-small</loc>
    <changefreq>monthly</changefreq>
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