<?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://theprobe.co</loc>
<lastmod>2026-10-19T15:46:28.312Z</lastmod>
<changefreq>daily</changefreq>
<priority>1</priority>
</url>
<url>
<loc>https://theprobe.co/sections/agentic-query-patterns</loc>
<lastmod>2026-10-14T15:27:07.707Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://theprobe.co/sections/mcp-databases</loc>
<lastmod>2026-10-09T14:05:38.785Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://theprobe.co/sections/analytical-query-execution</loc>
<lastmod>2026-10-19T15:46:28.312Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://theprobe.co/sections/managed-database-economics</loc>
<lastmod>2026-10-15T14:52:01.696Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://theprobe.co/sections/analytical-data-fundamentals</loc>
<lastmod>2026-10-16T15:47:10.673Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://theprobe.co/sections/features</loc>
<lastmod>2026-09-18T14:05:48.879Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://theprobe.co/sections/clickhouse-schema-design</loc>
<lastmod>2026-10-10T14:00:10.896Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://theprobe.co/sections/real-time-pipeline-architecture</loc>
<lastmod>2026-10-12T14:06:38.893Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://theprobe.co/authors/priya-venkatasubramanian</loc>
<lastmod>2026-10-19T15:46:28.312Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.4</priority>
</url>
<url>
<loc>https://theprobe.co/authors/callum-dzenga</loc>
<lastmod>2026-10-19T15:46:28.312Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.4</priority>
</url>
<url>
<loc>https://theprobe.co/authors/tobias-nkemdirim</loc>
<lastmod>2026-10-19T15:46:28.312Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.4</priority>
</url>
<url>
<loc>https://theprobe.co/authors/seren-almodovar</loc>
<lastmod>2026-10-19T15:46:28.312Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.4</priority>
</url>
<url>
<loc>https://theprobe.co/posts/row-oriented-vs-column-oriented-execution-for-mixed-analytical-workloads</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/8b250628-0180-47d7-a3d2-d9b508157d28.jpeg</image:loc>
</image:image>
<lastmod>2026-10-19T15:46:28.312Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/predicate-pushdown-and-primary-key-skipping-in-mergetree-queries</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/73d8065d-e092-4b39-a1f6-48a87bc4ac9b.jpeg</image:loc>
</image:image>
<lastmod>2026-10-18T13:45:37.101Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/denormalization-tradeoffs-in-bigquery-and-redshift-schemas</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/21697d38-35d0-4689-821d-246642dc3a0a.jpeg</image:loc>
</image:image>
<lastmod>2026-10-17T14:20:40.494Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/kappa-architecture-trade-offs-for-real-time-analytical-pipelines</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/7dc4aece-4347-4c3b-b879-4b5a148a60ed.jpeg</image:loc>
</image:image>
<lastmod>2026-10-16T15:47:10.673Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/p99-latency-stability-at-growing-data-volumes-in-managed-olap-databases</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/02f7b8ee-0a31-47d1-a1bb-f0ccf34b0097.jpeg</image:loc>
</image:image>
<lastmod>2026-10-15T14:52:01.696Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/retry-and-backoff-strategies-for-agent-issued-analytical-queries</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/6abd3bf7-a4af-4512-8580-ff696130db82.jpeg</image:loc>
</image:image>
<lastmod>2026-10-14T15:27:07.707Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/olap-vs-oltp-architecture-fit-for-real-time-customer-facing-products</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/d7342b94-3827-4afa-bd01-eab5eebd3eda.jpeg</image:loc>
</image:image>
<lastmod>2026-10-13T14:47:16.358Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/traffic-shadowing-for-validating-real-time-analytical-pipeline-changes</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/85c99a79-0ca9-4c9a-953b-7ac10a18a38e.jpeg</image:loc>
</image:image>
<lastmod>2026-10-12T14:06:38.893Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/s3-request-rate-limits-and-query-latency-blowout-at-scale</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/dfbdf37c-de9a-439e-8995-98a29cae5004.jpeg</image:loc>
</image:image>
<lastmod>2026-10-11T15:21:25.640Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/replacingmergetree-deduplication-guarantees-and-limitations</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/111d070a-d806-47d5-a35f-d25868889daa.jpeg</image:loc>
</image:image>
<lastmod>2026-10-10T14:00:10.896Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/observability-for-ai-agent-database-query-pipelines</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/5bb553a9-0226-4a0c-9cac-6f5dc4e38b2a.jpeg</image:loc>
</image:image>
<lastmod>2026-10-09T14:05:38.785Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/rate-limiting-and-quota-enforcement-for-agent-database-access</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/2c93fa88-772d-4e95-a202-ce321c4cec95.jpeg</image:loc>
</image:image>
<lastmod>2026-10-08T15:35:21.127Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/query-result-caching-strategies-for-llm-agent-workloads</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/2371a370-32ac-477e-b322-34bc791d8f57.jpeg</image:loc>
</image:image>
<lastmod>2026-10-07T13:40:34.758Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/tool-calling-patterns-for-database-agents-using-function-calling-apis</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/f9c16995-7ddb-4ac6-b9be-58f2e557cafd.jpeg</image:loc>
</image:image>
<lastmod>2026-10-05T14:45:27.768Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/agent-query-audit-logging-in-analytical-databases</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/2b7ae469-26c5-4ea9-837f-c13fc9d40c2c.jpeg</image:loc>
</image:image>
<lastmod>2026-10-04T13:34:54.800Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/agentic-vs-human-query-patterns-in-production-analytics</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/afb6ee32-4784-41ec-b858-04dd216b5a16.jpeg</image:loc>
</image:image>
<lastmod>2026-10-02T15:35:37.477Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/compute-storage-separation-economics-in-analytical-databases</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/789715c4-acbe-4144-868b-70670f25e95a.png</image:loc>
</image:image>
<lastmod>2026-09-30T16:46:13.969Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/stateful-vs-stateless-agent-query-sessions-in-analytics-backends</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/2c3e8105-77fa-4cce-9076-2952716a23f0.jpeg</image:loc>
</image:image>
<lastmod>2026-09-30T05:40:58.081Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/pricing-model-fit-for-high-frequency-agentic-workloads</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/106e980b-dab8-426b-a528-1346c0d296eb.jpeg</image:loc>
</image:image>
<lastmod>2026-09-28T07:30:08.362Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/prompt-injection-risks-in-agent-to-database-pipelines</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/98cdd62b-9e9c-4e80-8cd8-1d1608b2d5cf.jpeg</image:loc>
</image:image>
<lastmod>2026-09-26T23:39:45.237Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/sandboxed-branching-for-agent-experiments-on-production-data</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/934eff6a-448b-41c8-8565-78f2df7c5bff.jpeg</image:loc>
</image:image>
<lastmod>2026-09-26T04:40:26.521Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/token-budget-allocation-and-query-cost-estimation-for-ai-agents</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/c8486cd1-209e-40a2-bd0b-64aeb4775bfe.jpeg</image:loc>
</image:image>
<lastmod>2026-09-23T18:21:01.012Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/model-context-protocol-architecture-for-database-query-tools</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/a33b3308-d9ba-4103-a9ce-c5b6220249bf.jpeg</image:loc>
</image:image>
<lastmod>2026-09-21T15:45:23.695Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/schema-as-code-deployment-with-chkit-for-agent-managed-pipelines</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/e8cecc54-eff5-4897-9151-be05656a77bf.jpeg</image:loc>
</image:image>
<lastmod>2026-09-19T13:28:02.169Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/what-happens-to-cache-and-latency-when-an-agent-fires-50-queries-at-once</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/e4d1fac7-e273-4512-a67d-38ff561d3f92.jpeg</image:loc>
</image:image>
<lastmod>2026-09-18T14:05:48.879Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://theprobe.co/posts/read-only-compute-isolation-for-llm-agents</loc>
<image:image>
<image:loc>https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/c50a1421-e31a-4c83-8406-7e7c40d80e74/canvas/0a02cd42-017b-4b31-8d1b-5de6ecb97812/generated/34103be5-05ac-4919-b47b-8b0db17eb515.jpeg</image:loc>
</image:image>
<lastmod>2026-09-17T23:01:26.643Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
</urlset>
