<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:image="http://www.google.com/schemas/sitemap-image/1.1">
<url>
<loc>https://productionlearningreview.com</loc>
<lastmod>2026-09-18T13:54:14.557Z</lastmod>
<changefreq>daily</changefreq>
<priority>1</priority>
</url>
<url>
<loc>https://productionlearningreview.com/sections/production-signal-theory</loc>
<lastmod>2026-09-18T13:54:14.557Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://productionlearningreview.com/sections/features</loc>
<lastmod>2026-09-15T23:18:51.188Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://productionlearningreview.com/authors/jonah-halvorsen</loc>
<lastmod>2026-09-18T13:54:14.557Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.4</priority>
</url>
<url>
<loc>https://productionlearningreview.com/authors/lucia-kowalski</loc>
<lastmod>2026-09-18T13:54:14.557Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.4</priority>
</url>
<url>
<loc>https://productionlearningreview.com/authors/simone-ford</loc>
<lastmod>2026-09-18T13:54:14.557Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.4</priority>
</url>
<url>
<loc>https://productionlearningreview.com/authors/yuki-alvarez</loc>
<lastmod>2026-09-18T13:54:14.557Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.4</priority>
</url>
<url>
<loc>https://productionlearningreview.com/posts/taxonomy-of-agent-failure-signals-by-harness-layer</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/2961e865-d365-4e98-9018-3733d5bc002b/canvas/5f53d987-ef65-417b-9fef-cb56398a7d43/generated/84aa718a-9694-4ec1-8e44-d6f97d9b1af7.jpeg</image:loc>
</image:image>
<lastmod>2026-09-18T13:54:14.557Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://productionlearningreview.com/posts/production-traces-as-ground-truth-for-agent-quality</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/2961e865-d365-4e98-9018-3733d5bc002b/canvas/5f53d987-ef65-417b-9fef-cb56398a7d43/generated/60888780-3ca1-41c9-852a-c5721427a8aa.png</image:loc>
</image:image>
<lastmod>2026-09-17T13:14:58.681Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://productionlearningreview.com/posts/implicit-behavioral-signals-in-agent-sessions</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/2961e865-d365-4e98-9018-3733d5bc002b/canvas/5f53d987-ef65-417b-9fef-cb56398a7d43/generated/cf7bd80f-cc05-4a4a-a33e-70404cb27c84.png</image:loc>
</image:image>
<lastmod>2026-09-16T13:49:02.587Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://productionlearningreview.com/posts/what-retries-and-abandonments-tell-you-about-agent-failures</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/2961e865-d365-4e98-9018-3733d5bc002b/canvas/5f53d987-ef65-417b-9fef-cb56398a7d43/generated/d1965503-9cc0-4b42-bbca-b45d79aab3a4.png</image:loc>
</image:image>
<lastmod>2026-09-15T23:18:51.188Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
</urlset>
