<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
    <loc>https://sairamkotha.hashnode.dev</loc>
    <lastmod>2026-11-07T17:14:22.904Z</lastmod>
    <changefreq>always</changefreq>
    <priority>1.0</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/ship-hybrid-ai-eligibility-rollout-monitoring</loc>
    <lastmod>2026-11-04T17:58:22.502Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/android-nano-firebase-hybrid-backend-proxy</loc>
    <lastmod>2026-11-04T17:56:53.263Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/plug-external-model-into-apple-foundation-models</loc>
    <lastmod>2026-11-04T17:55:09.213Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/on-device-vs-cloud-ai-build-a-mobile-agent-that-knows-when-to-ask</loc>
    <lastmod>2026-11-01T15:31:10.327Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/run-gemini-nano-on-android-a-practical-ml-kit-guide-for-mobile-developers</loc>
    <lastmod>2026-11-01T15:30:32.599Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/build-an-on-device-ai-feature-on-ios-with-foundation-models</loc>
    <lastmod>2026-11-01T15:28:20.728Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/7-on-device-ai-tools-for-mobile-and-where-each-one-stops</loc>
    <lastmod>2026-11-01T13:11:20.814Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/hybrid-ai-routing-on-device-first-cloud-fallback</loc>
    <lastmod>2026-10-31T10:44:27.196Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/decide-per-feature-where-on-device-ai-runs</loc>
    <lastmod>2026-10-31T10:36:29.166Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/what-the-phone-s-built-in-ai-can-and-cannot-do-limits-typed-output-tools-and-images</loc>
    <lastmod>2026-10-31T10:28:30.818Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/same-task-three-models-your-first-call-to-apple-s-google-s-and-an-external-ai</loc>
    <lastmod>2026-10-31T10:29:42.166Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/your-app-s-ai-can-run-in-three-places-each-one-sends-your-data-somewhere-else</loc>
    <lastmod>2026-10-31T10:30:31.821Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/your-phone-is-telling-your-ai-app-it-s-in-trouble-here-s-how-to-listen</loc>
    <lastmod>2026-10-27T08:15:57.289Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/your-on-device-ai-doesn-t-crash-in-minute-one-it-crashes-at-minute-sixty</loc>
    <lastmod>2026-10-26T05:39:41.585Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/your-phone-summarizes-notifications-here-s-the-path-one-takes-before-you-see-it</loc>
    <lastmod>2026-10-23T05:18:04.853Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/what-happens-when-you-tap-sign-in-with-google-or-a-passkey</loc>
    <lastmod>2026-10-22T04:48:13.866Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/gemini-nano-4-is-in-preview-your-prompt-budget-still-has-to-fit</loc>
    <lastmod>2026-10-19T12:02:55.091Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/claude-code-team-code-review-who-approves</loc>
    <lastmod>2026-10-18T04:01:44.549Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/ai-writes-the-code-engineer-job-knowing-what-to-refuse</loc>
    <lastmod>2026-10-17T15:46:32.429Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/xcode-27-simulatorkit-ci-paths</loc>
    <lastmod>2026-10-16T17:31:54.749Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/apple-foundation-models-context-window-4k-8k-32k</loc>
    <lastmod>2026-10-16T03:14:29.414Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/apple-on-device-model-4096-token-context-window</loc>
    <lastmod>2026-10-15T02:48:08.505Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/anthropic-scion-source-control-replaces-git</loc>
    <lastmod>2026-10-14T16:09:52.996Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/claude-tokenizer-tax-token-count</loc>
    <lastmod>2026-10-14T05:51:30.571Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/image-token-cost-long-ai-chat</loc>
    <lastmod>2026-10-13T08:01:01.533Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/long-ai-chat-cost-per-turn</loc>
    <lastmod>2026-10-13T08:02:21.135Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/llm-api-429-rate-limit-retries</loc>
    <lastmod>2026-10-13T08:04:37.406Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/mcp-tool-definition-tax</loc>
    <lastmod>2026-10-13T08:10:34.671Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/reasoning-effort-ai-providers-compared</loc>
    <lastmod>2026-10-13T08:11:55.311Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/how-ai-chat-compaction-works</loc>
    <lastmod>2026-10-13T08:13:55.477Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/haiku-subagent-cost-per-task</loc>
    <lastmod>2026-10-13T08:09:25.272Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/who-gets-access-gated-open-unreleased-ai</loc>
    <lastmod>2026-10-13T08:15:13.314Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/how-ai-chat-message-works-seven-levels</loc>
    <lastmod>2026-10-13T08:16:29.598Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/what-50-percent-faster-means-agent-loop</loc>
    <lastmod>2026-10-13T08:17:46.237Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/long-context-agent-cost-kv-cache-caching</loc>
    <lastmod>2026-10-13T08:19:04.257Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/dont-trust-agent-pass-locked-test-bench</loc>
    <lastmod>2026-10-13T08:20:18.135Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/page/about</loc>
    <lastmod>2026-11-07T17:14:22.904Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/series/on-device-ai-in-your-app</loc>
    <lastmod>2026-11-07T17:14:22.904Z</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://sairamkotha.hashnode.dev/archive</loc>
    <lastmod>2026-11-07T17:14:22.904Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.5</priority>
  </url>
</urlset>