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  <url><loc>https://keirantrace.com/ideas/</loc></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-23-the-self-improvement-loop-is-mostly/</loc><lastmod>2026-09-24</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-22-the-agents-were-the-easy-part/</loc><lastmod>2026-09-23</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-21-34-agents-later-multi-agent-lessons/</loc><lastmod>2026-09-22</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-20-one-dashboard-instead-of-five/</loc><lastmod>2026-09-21</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-18-34-agents-is-the-easy-part-nova-orc/</loc><lastmod>2026-09-19</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-15-34-agents-is-the-easy-part/</loc><lastmod>2026-09-16</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-14-34-agents-in-production-multi-agent/</loc><lastmod>2026-09-15</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-13-thirty-four-agents-and-a-question-o/</loc><lastmod>2026-09-14</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-12-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-09-13</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-11-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-09-12</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-10-nova-in-production-what-34-agents-a/</loc><lastmod>2026-09-11</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-09-34-agents-in-production-what-runnin/</loc><lastmod>2026-09-10</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-08-34-agents-in-production-what-runnin/</loc><lastmod>2026-09-09</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-07-nova-production-orchestration-what/</loc><lastmod>2026-09-08</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-06-34-agents-in-production-nova-orches/</loc><lastmod>2026-09-07</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-05-running-34-agents-what-novas-produc/</loc><lastmod>2026-09-06</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-04-34-agents-self-improvement-loop-whe/</loc><lastmod>2026-09-05</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-03-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-09-04</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-09-02-nova-production-34-agents/</loc><lastmod>2026-09-03</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-20-what-it-actually-looks-like-to-run/</loc><lastmod>2026-08-21</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-19-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-08-20</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-18-34-agents-in-production-what-buildi/</loc><lastmod>2026-08-19</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-16-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-08-17</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-15-what-production-means-for-a-persona/</loc><lastmod>2026-08-16</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-14-nova-production-orchestration/</loc><lastmod>2026-08-15</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-13-nova-is-in-production-what-34-agent/</loc><lastmod>2026-08-14</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-12-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-08-13</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-11-nova-production-orchestration-what/</loc><lastmod>2026-08-12</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-10-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-08-11</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-09-running-34-agents-in-production/</loc><lastmod>2026-08-10</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-08-the-agent-that-reviews-its-own-code/</loc><lastmod>2026-08-09</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-07-34-agents-in-production-nova-orches/</loc><lastmod>2026-08-08</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-06-nova-orchestration-phase-self-impro/</loc><lastmod>2026-08-07</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-05-running-a-multi-agent-ai-system-in/</loc><lastmod>2026-08-06</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-04-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-08-05</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-03-what-34-agents-actually-looks-like/</loc><lastmod>2026-08-04</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-02-nova-is-in-production-what-34-agent/</loc><lastmod>2026-08-03</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-08-01-34-agents-in-production-what-buildi/</loc><lastmod>2026-08-02</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-31-ai-isnt-a-tool-its-a-compound-advan/</loc><lastmod>2026-08-01</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-30-34-agents-in-production-personal-ai/</loc><lastmod>2026-07-31</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-29-find-a-sign-no-pay-to-rank/</loc><lastmod>2026-07-30</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-28-nova-in-production-what-34-agents-a/</loc><lastmod>2026-07-29</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-27-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-07-28</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-26-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-07-27</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-24-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-07-25</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-23-what-34-agents-in-production-actual/</loc><lastmod>2026-07-24</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-22-34-agents-and-counting-nova-in-prod/</loc><lastmod>2026-07-23</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-20-34-agents-and-counting-nova-in-prod/</loc><lastmod>2026-07-21</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-19-nova-34-agents-production-orchestra/</loc><lastmod>2026-07-20</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-18-34-agents-nova-production-orchestra/</loc><lastmod>2026-07-19</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-17-34-agents-later-personal-ai-system/</loc><lastmod>2026-07-18</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-16-orchestrating-nova-agents/</loc><lastmod>2026-07-17</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-15-nova-in-production-what-that-actual/</loc><lastmod>2026-07-16</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-14-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-07-15</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-13-nova-production-34-agents-what-it-a/</loc><lastmod>2026-07-14</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-12-nova-is-in-production-what-that-act/</loc><lastmod>2026-07-13</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-11-34-agents-in-production-what-runnin/</loc><lastmod>2026-07-12</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-10-nova-is-in-production-what-that-act/</loc><lastmod>2026-07-11</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-09-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-07-10</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-08-ai-as-leverage-not-tooling/</loc><lastmod>2026-07-09</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-07-34-agents-in-production-what-runnin/</loc><lastmod>2026-07-08</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-06-nova-is-in-production-what-that-act/</loc><lastmod>2026-07-07</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-05-34-agents-in-production-what-runnin/</loc><lastmod>2026-07-06</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-04-nova-34-agents-multi-agent-system-p/</loc><lastmod>2026-07-05</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-02-34-agents-and-a-production-mindset/</loc><lastmod>2026-07-03</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-07-01-34-agents-in-production-what-runnin/</loc><lastmod>2026-07-02</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-30-nova-in-production-what-34-agents-a/</loc><lastmod>2026-07-01</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-29-nova-34-agents-production-orchestra/</loc><lastmod>2026-06-30</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-28-nova-production-orchestration-what/</loc><lastmod>2026-06-29</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-27-nova-in-production-what-running-34/</loc><lastmod>2026-06-28</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-26-34-agents-one-system-what-productio/</loc><lastmod>2026-06-27</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-25-34-agents-in-production-what-that-a/</loc><lastmod>2026-06-26</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-24-nova-production-orchestration-34-ag/</loc><lastmod>2026-06-25</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-23-nova-production-orchestration-what/</loc><lastmod>2026-06-24</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-22-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-06-23</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-21-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-06-22</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-20-34-agents-running-nova-in-productio/</loc><lastmod>2026-06-21</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-19-nova-orchestration-phase-34-agents/</loc><lastmod>2026-06-20</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-18-what-running-a-real-multi-agent-ai/</loc><lastmod>2026-06-19</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-17-running-34-agent-ai-system-in-produ/</loc><lastmod>2026-06-18</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-16-nova-is-in-production-what-that-act/</loc><lastmod>2026-06-17</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-15-nova-production-orchestration/</loc><lastmod>2026-06-16</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-14-nova-34-agents-production-orchestra/</loc><lastmod>2026-06-15</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-13-34-agents-in-production-personal-ai/</loc><lastmod>2026-06-14</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-12-nova-34-agents-production-orchestra/</loc><lastmod>2026-06-13</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-11-nova-production-orchestration/</loc><lastmod>2026-06-12</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-10-34-agents-production-nova-system/</loc><lastmod>2026-06-11</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-10-34-agents-in-production-personal-ai/</loc><lastmod>2026-06-11</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-10-nova-in-production-34-agents/</loc><lastmod>2026-06-11</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-09-34-agents-self-improvement-loop-ai/</loc><lastmod>2026-06-10</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-08-34-agents-in-production-what-runnin/</loc><lastmod>2026-06-09</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-07-34-agents-and-counting-nova-in-prod/</loc><lastmod>2026-06-08</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-06-34-agents-in-production-nova-orches/</loc><lastmod>2026-06-07</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-05-34-agents-one-system-what-productio/</loc><lastmod>2026-06-06</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-04-what-running-34-ai-agents-in-produc/</loc><lastmod>2026-06-05</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-04-nova-34-agents-production-orchestra/</loc><lastmod>2026-06-05</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-03-nova-is-in-production-heres-what-th/</loc><lastmod>2026-06-04</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-06-01-nova-orchestration-phase-34-agents/</loc><lastmod>2026-06-02</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-05-31-34-agents-in-production-building-no/</loc><lastmod>2026-06-01</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/2026-05-30-nova-is-in-production-what-34-agent/</loc><lastmod>2026-05-31</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/six-years-building-airep/</loc><lastmod>2026-04-19</lastmod></url>
  
  <url><loc>https://keirantrace.com/blog/building-nova-my-autonomous-ai-personal-assistant/</loc><lastmod>2026-04-19</lastmod></url>
  
  
  
  <url><loc>https://keirantrace.com/ideas/a-storefront-that-only-sells-to-ai-agents/</loc><lastmod>2026-05-31</lastmod></url>
  
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