<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://felixmakinda.com/</loc>
<changefreq>monthly</changefreq>
<priority>1</priority>
</url>
<url>
<loc>https://felixmakinda.com/work-with-me</loc>
<changefreq>monthly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://felixmakinda.com/services</loc>
<changefreq>monthly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://felixmakinda.com/services/ai-agent-development</loc>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://felixmakinda.com/services/rag-and-knowledge-systems</loc>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://felixmakinda.com/services/llm-fine-tuning-and-evaluation</loc>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://felixmakinda.com/services/ai-automation-for-business</loc>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://felixmakinda.com/services/backend-engineering</loc>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://felixmakinda.com/services/ai-training-for-teams</loc>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://felixmakinda.com/services/security-reviews</loc>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog</loc>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/topic/tech</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/topic/careers</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/topic/books</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/topic/history</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/topic/psychology</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/topic/religion</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/topic/politics</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/topic/finance</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/topic/education</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/topic/relationships</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/topic/geography</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/nairobi</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/ai-agents</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/mcp</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/agent-security</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/model-context-protocol</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/agentgateway</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/strands-agents</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/python</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/jwt</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/opentelemetry</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/amazon-eks</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/claude-code</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/eks-pod-identity</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/aws-workshop</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/spring-boot</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/java</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/rust</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/generative-ai</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/vibe-coding</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/machine-learning</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/tag/scikit-learn</loc>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/twenty-one-kilometres-of-litter</loc>
<lastmod>2026-11-09T20:34:48.405625+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/equal-trust-is-not-a-strategy</loc>
<lastmod>2026-10-31T20:46:05.255441+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/build-secure-ai-agents-on-your-laptop</loc>
<lastmod>2026-10-23T12:29:10.928526+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/securing-ai-agents-on-amazon-eks</loc>
<lastmod>2026-10-23T12:21:53.050094+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/government-by-magic-spell</loc>
<lastmod>2026-10-18T21:13:09.685419+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/anatomy-of-a-full-stack-web-app</loc>
<lastmod>2026-10-16T17:08:02.20686+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/bird-box-kox-doxxing-digital-footprint</loc>
<lastmod>2026-10-13T23:03:51.369746+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/platform-engineering-on-eks-lessons</loc>
<lastmod>2026-10-13T11:22:39.465317+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/spring-security-without-websecurityconfigureradapter</loc>
<lastmod>2026-10-09T21:39:34.322126+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/vibe-coding-design-resources</loc>
<lastmod>2026-10-08T22:19:53.311933+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/hesabu-lab-free-3d-math-game-for-kids</loc>
<lastmod>2026-10-04T18:35:34.891639+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/one-people-of-the-mara</loc>
<lastmod>2026-09-29T15:12:54.423058+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/unsupervised-learning-pca-kmeans-wine</loc>
<lastmod>2026-09-27T19:10:07.460212+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/naive-bayes-from-scratch</loc>
<lastmod>2026-09-27T19:10:03.690459+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/support-vector-machines-scaling-kernels</loc>
<lastmod>2026-09-27T19:10:03.364705+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/linear-regression-insurance-costs</loc>
<lastmod>2026-09-27T19:10:03.047481+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/random-forests-in-practice</loc>
<lastmod>2026-09-27T19:10:02.737658+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/decision-trees-diabetes-screening</loc>
<lastmod>2026-09-27T19:10:02.327067+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://felixmakinda.com/blog/vibe-coding-and-the-return-of-the-software-crisis</loc>
<lastmod>2026-11-09T19:02:36.370319+00:00</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
</urlset>
