<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
    <loc>https://caicllc.com/</loc>
    <lastmod>2026-06-08</lastmod>
    <priority>1.0</priority>
  </url>
  <url>
    <loc>https://caicllc.com/services.html</loc>
    <lastmod>2026-06-08</lastmod>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://caicllc.com/pricing.html</loc>
    <lastmod>2026-06-08</lastmod>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://caicllc.com/about.html</loc>
    <lastmod>2026-06-08</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/scorecard.html</loc>
    <lastmod>2026-06-18</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://caicllc.com/contact.html</loc>
    <lastmod>2026-06-08</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/</loc>
    <lastmod>2026-06-25</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/put-one-ai-agent-where-your-team-already-works.html</loc>
    <lastmod>2026-06-25</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/prompt-engineering.html</loc>
    <lastmod>2026-06-25</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/agents-and-subagents.html</loc>
    <lastmod>2026-06-25</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/loop-engineering.html</loc>
    <lastmod>2026-06-25</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://caicllc.com/sources.html</loc>
    <lastmod>2026-06-25</lastmod>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/only-automate-ai-loops-you-can-grade.html</loc>
    <lastmod>2026-06-26</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/make-your-ai-agent-prove-new-code-is-necessary.html</loc>
    <lastmod>2026-06-27</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/use-cheaper-models-for-volume-premium-models-for-judgment.html</loc>
    <lastmod>2026-06-28</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/agents-and-subagents/what-makes-a-coding-agent-different-from-chat.html</loc>
    <lastmod>2026-06-28</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/use-model-routing-to-keep-coding-agents-cheap.html</loc>
    <lastmod>2026-06-30</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/cheap-model-routing-is-a-workflow-tool-not-a-default.html</loc>
    <lastmod>2026-07-01</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/dictation-is-now-a-drafting-interface-not-a-novelty.html</loc>
    <lastmod>2026-07-02</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/ship-the-website-then-make-the-ai-prove-it-works.html</loc>
    <lastmod>2026-07-03</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/stop-asking-ai-to-do-everything-with-one-blunt-tool.html</loc>
    <lastmod>2026-07-04</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/stop-paying-premium-models-to-do-cheap-work.html</loc>
    <lastmod>2026-07-05</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/start-with-a-working-template-then-add-your-business-workflow.html</loc>
    <lastmod>2026-07-06</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/route-coding-tasks-to-the-model-that-fits-the-job.html</loc>
    <lastmod>2026-07-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/stop-comparing-models-compare-what-they-ship.html</loc>
    <lastmod>2026-07-08</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/stop-treating-ai-answers-as-proof-of-ai-reasoning.html</loc>
    <lastmod>2026-07-09</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/use-cheap-models-for-the-draft-work-not-the-judgment-calls.html</loc>
    <lastmod>2026-07-10</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/build-ai-workflows-as-project-folders-not-magic-apps.html</loc>
    <lastmod>2026-07-11</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/stop-asking-one-ai-tool-to-do-every-job.html</loc>
    <lastmod>2026-07-12</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/treat-ai-inputs-like-untrusted-code-not-harmless-text.html</loc>
    <lastmod>2026-07-13</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/cut-agent-costs-before-you-add-more-prompts.html</loc>
    <lastmod>2026-07-14</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/stop-asking-which-ai-is-best-price-the-workflow-first.html</loc>
    <lastmod>2026-07-15</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/stop-asking-one-ai-agent-to-do-the-whole-job.html</loc>
    <lastmod>2026-07-16</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/make-your-app-legible-to-the-next-ai-assistant.html</loc>
    <lastmod>2026-07-17</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/your-ai-workflow-needs-an-acceptance-test-not-just-more-data.html</loc>
    <lastmod>2026-07-18</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/insights/stop-picking-models-by-sticker-price.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/prompt-engineering/write-prompts-that-include-the-job-context-limits-and-next-ask.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/prompt-engineering/make-the-ai-ask-you-questions-before-it-answers.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/prompt-engineering/use-roles-and-examples-to-get-answers-that-fit-your-situation.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/prompt-engineering/ask-for-a-specific-output-you-can-actually-use.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/prompt-engineering/break-big-requests-into-research-outline-draft-and-review.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/prompt-engineering/check-important-answers-before-you-trust-them.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/agents-and-subagents/set-up-project-context-without-stuffing-the-agent.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/agents-and-subagents/give-the-agent-a-task-it-can-actually-finish.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/agents-and-subagents/use-tools-mcp-and-skills-safely.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/agents-and-subagents/run-sub-agents-without-creating-chaos.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/agents-and-subagents/build-your-first-agent-loop.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/loop-engineering/design-the-harness-before-the-loop.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/loop-engineering/make-verification-the-control-plane.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/loop-engineering/run-parallel-agents-without-corrupting-state.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/loop-engineering/build-memory-that-helps-more-than-it-costs.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/loop-engineering/route-models-like-infrastructure.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://caicllc.com/guides/loop-engineering/operate-overnight-agents-with-budgets-and-guardrails.html</loc>
    <lastmod>2026-07-19</lastmod>
    <priority>0.6</priority>
  </url>
</urlset>
