<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://kushanshah.com</loc>
<changefreq>weekly</changefreq>
<priority>1</priority>
</url>
<url>
<loc>https://kushanshah.com/writing</loc>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://kushanshah.com/about</loc>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://kushanshah.com/speaking</loc>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://kushanshah.com/projects</loc>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://kushanshah.com/contact</loc>
<changefreq>yearly</changefreq>
<priority>0.4</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/security-practices-in-the-age-of-llms</loc>
<lastmod>2026-07-26T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/testing-practices-in-the-age-of-agents</loc>
<lastmod>2026-07-26T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/inside-the-claude-4-7-system-card</loc>
<lastmod>2026-05-10T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/inside-the-mythos-system-card</loc>
<lastmod>2026-05-10T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/how-a-diffusion-model-works</loc>
<lastmod>2026-05-04T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/how-a-vision-llm-works</loc>
<lastmod>2026-04-26T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/how-a-video-model-works</loc>
<lastmod>2026-04-19T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/what-manchester-city-taught-me</loc>
<lastmod>2026-04-12T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/what-manufacturing-taught-me-about-ai</loc>
<lastmod>2026-04-05T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/reactivity-over-prediction</loc>
<lastmod>2026-03-31T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/the-200-store-problem</loc>
<lastmod>2026-03-27T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/retail-ai-vocabulary-problem</loc>
<lastmod>2026-03-23T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/engineering-org-of-one</loc>
<lastmod>2026-03-18T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/making-design-ai-native</loc>
<lastmod>2026-03-12T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/making-product-ai-native</loc>
<lastmod>2026-03-10T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/making-engineering-ai-native</loc>
<lastmod>2026-03-08T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/gtm-101-for-epd</loc>
<lastmod>2026-03-03T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/skills-101-meeting-notes</loc>
<lastmod>2026-02-26T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/skills-are-the-new-org-chart</loc>
<lastmod>2026-02-20T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/evals-in-practice</loc>
<lastmod>2026-02-12T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/evals-for-ai-agents</loc>
<lastmod>2026-02-05T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/spec-driven-engineering</loc>
<lastmod>2026-01-28T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/agentic-engineering-with-claude-code</loc>
<lastmod>2026-01-20T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/writing/context-engineering-patterns</loc>
<lastmod>2026-01-12T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://kushanshah.com/projects/spec-driven-dev-template</loc>
<lastmod>2026-04-01T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://kushanshah.com/projects/portfolio-analysis-skill</loc>
<lastmod>2026-03-23T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
</urlset>
