<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:news="http://www.google.com/schemas/sitemap-news/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml" xmlns:image="http://www.google.com/schemas/sitemap-image/1.1" xmlns:video="http://www.google.com/schemas/sitemap-video/1.1">
    
  <url>
    <loc>https://docs.withwhile.com/api/constants</loc>
    <lastmod>2026-09-19T03:56:55.709Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/data</loc>
    <lastmod>2026-09-19T22:40:28.086Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/environment</loc>
    <lastmod>2026-09-19T22:15:37.190Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/export</loc>
    <lastmod>2026-09-20T03:51:40.425Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/generate</loc>
    <lastmod>2026-09-19T03:56:55.715Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api</loc>
    <lastmod>2026-09-19T22:22:54.168Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/ingest</loc>
    <lastmod>2026-09-20T03:51:40.419Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/monitor</loc>
    <lastmod>2026-09-19T03:56:55.714Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/run</loc>
    <lastmod>2026-09-19T03:56:55.713Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/schema</loc>
    <lastmod>2026-09-19T03:56:55.705Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/score</loc>
    <lastmod>2026-09-20T01:05:12.476Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/simulation</loc>
    <lastmod>2026-09-20T03:48:04.831Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/training</loc>
    <lastmod>2026-09-19T22:15:37.195Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/verify</loc>
    <lastmod>2026-09-19T22:15:37.189Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/whileai</loc>
    <lastmod>2026-09-20T04:12:34.713Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/api/world</loc>
    <lastmod>2026-09-19T03:56:55.702Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/character-training</loc>
    <lastmod>2026-09-20T03:53:05.472Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/concepts/constitution</loc>
    <lastmod>2026-09-19T02:56:21.756Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/concepts/engine</loc>
    <lastmod>2026-09-18T23:21:31.214Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/concepts/faq</loc>
    <lastmod>2026-09-19T23:06:51.317Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/concepts/how-it-works</loc>
    <lastmod>2026-09-18T21:08:38.762Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/distillation</loc>
    <lastmod>2026-09-20T03:53:05.470Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/engine</loc>
    <lastmod>2026-09-20T03:53:05.469Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/evals</loc>
    <lastmod>2026-09-20T03:53:05.471Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/get-started/cli</loc>
    <lastmod>2026-09-19T22:22:54.169Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/get-started/connect-your-agent</loc>
    <lastmod>2026-09-20T00:33:42.675Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/get-started/install</loc>
    <lastmod>2026-09-19T23:40:05.960Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/get-started/quickstart</loc>
    <lastmod>2026-09-19T22:15:37.187Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/get-started/your-model-and-key</loc>
    <lastmod>2026-09-19T23:32:32.583Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com</loc>
    <lastmod>2026-09-19T21:04:25.310Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/learn</loc>
    <lastmod>2026-09-20T03:27:32.374Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/learn/learn-without-a-reward</loc>
    <lastmod>2026-09-20T03:27:32.376Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/learn/the-held-out-set</loc>
    <lastmod>2026-09-20T01:05:12.464Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/learn/train-and-prove</loc>
    <lastmod>2026-09-20T03:27:32.373Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/learn/what-a-reward-is</loc>
    <lastmod>2026-09-19T03:56:55.689Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/learn/what-a-rollout-is</loc>
    <lastmod>2026-09-19T03:56:55.697Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/learn/what-training-does</loc>
    <lastmod>2026-09-19T21:04:25.315Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/learn/which-rows-to-train-on</loc>
    <lastmod>2026-09-19T22:15:37.193Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/learn/why-one-number-is-not-a-result</loc>
    <lastmod>2026-09-19T03:56:55.689Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/platform</loc>
    <lastmod>2026-09-19T22:54:28.346Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/platform/naming</loc>
    <lastmod>2026-09-20T01:47:18.252Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/01-simulate/bring-your-own-agent</loc>
    <lastmod>2026-09-19T21:04:22.529Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/01-simulate/verifiers</loc>
    <lastmod>2026-09-19T22:15:37.181Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/02-measure/compare-judges</loc>
    <lastmod>2026-09-19T21:04:22.525Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/02-measure/eval-your-agent</loc>
    <lastmod>2026-09-19T23:32:32.590Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/02-measure/is-your-eval-any-good</loc>
    <lastmod>2026-09-19T22:15:37.194Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/02-measure/pass-at-k</loc>
    <lastmod>2026-09-19T21:04:22.535Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/02-measure/reward-hacking</loc>
    <lastmod>2026-09-19T22:15:37.181Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/02-measure/safety-evals</loc>
    <lastmod>2026-09-19T21:04:22.528Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/02-measure/safety-evals-marketplace</loc>
    <lastmod>2026-09-19T21:04:22.522Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/03-select/character</loc>
    <lastmod>2026-09-19T23:46:56.775Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/03-select/prime-intellect-rl</loc>
    <lastmod>2026-09-19T21:04:22.532Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/03-select/schema</loc>
    <lastmod>2026-09-19T21:04:22.523Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/04-train/dpo</loc>
    <lastmod>2026-09-20T03:11:39.286Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/04-train/grpo</loc>
    <lastmod>2026-09-20T03:11:39.290Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/04-train/hosted-loop</loc>
    <lastmod>2026-09-19T23:32:32.585Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/04-train/identity</loc>
    <lastmod>2026-09-19T23:32:32.586Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/04-train/prime-rl</loc>
    <lastmod>2026-09-20T03:18:05.018Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/04-train/report-run</loc>
    <lastmod>2026-09-19T22:40:28.091Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/04-train/resist-planted-instruction</loc>
    <lastmod>2026-09-19T22:15:37.180Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/04-train/text-to-sql</loc>
    <lastmod>2026-09-20T11:18:28.234Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/05-export/hugging-face</loc>
    <lastmod>2026-09-20T03:51:40.417Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/community/can-the-judge-be-trusted</loc>
    <lastmod>2026-09-19T21:04:22.517Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/community/force-the-branch</loc>
    <lastmod>2026-09-19T21:04:22.519Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/community/hosted-grpo-vs-sft</loc>
    <lastmod>2026-09-19T23:32:32.585Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/community/how-much-contamination-survives</loc>
    <lastmod>2026-09-20T00:16:39.153Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/community</loc>
    <lastmod>2026-09-19T15:39:28.990Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/community/same-entrypoint-before-after</loc>
    <lastmod>2026-09-19T21:04:22.520Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/community/who-protects-the-holdout</loc>
    <lastmod>2026-09-20T01:05:12.464Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes</loc>
    <lastmod>2026-09-20T03:18:05.015Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/papers/adaptive-clip</loc>
    <lastmod>2026-09-19T23:32:32.581Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/papers/endpoint-sft</loc>
    <lastmod>2026-09-19T23:32:32.580Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/papers/filter-metric</loc>
    <lastmod>2026-09-19T23:32:32.582Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/papers/gmts-token-select</loc>
    <lastmod>2026-09-19T23:32:32.582Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/papers</loc>
    <lastmod>2026-09-19T23:32:32.592Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/recipes/papers/zero-rl-format-reward</loc>
    <lastmod>2026-09-19T23:32:32.587Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/reference/constitution</loc>
    <lastmod>2026-09-20T01:36:09.730Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/reference/design</loc>
    <lastmod>2026-09-20T03:53:04.732Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/reference/development</loc>
    <lastmod>2026-09-19T21:04:22.515Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/reference/five-calls</loc>
    <lastmod>2026-09-20T01:32:07.313Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/reference/overview</loc>
    <lastmod>2026-09-20T00:25:53.304Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/reference/parameters</loc>
    <lastmod>2026-09-20T05:53:55.962Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/reference/platform</loc>
    <lastmod>2026-09-20T04:12:34.711Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/reference/style</loc>
    <lastmod>2026-09-19T15:50:54.297Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/reference/what-to-run</loc>
    <lastmod>2026-09-20T00:16:39.156Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/reward-hacking</loc>
    <lastmod>2026-09-20T03:53:04.736Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/safety-evals</loc>
    <lastmod>2026-09-20T03:53:04.730Z</lastmod>
  </url>

  <url>
    <loc>https://docs.withwhile.com/simulations</loc>
    <lastmod>2026-09-20T03:53:04.739Z</lastmod>
  </url>
</urlset>