<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://codeandproof.com</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>1</priority>
</url>
<url>
<loc>https://codeandproof.com/services</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://codeandproof.com/services/ai-reliability-audit</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://codeandproof.com/services/ai-extraction-pipelines</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://codeandproof.com/services/rag-and-retrieval</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://codeandproof.com/services/agentic-workflows</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://codeandproof.com/services/fractional-ai-engineering</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/case-studies</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/case-studies/evidence-scored-outbound</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://codeandproof.com/case-studies/markdown-as-agent-state</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/case-studies/long-form-generation-pipeline</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://codeandproof.com/case-studies/approval-gated-agent-runtime</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://codeandproof.com/case-studies/self-healing-publish-scheduler</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://codeandproof.com/guides</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://codeandproof.com/blog</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://codeandproof.com/about</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://codeandproof.com/contact</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>yearly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/guides/what-an-ai-feature-costs-to-build</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/guides/ocr-vs-llm-extraction-invoices</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/guides/build-vs-buy-document-extraction</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/guides/rag-vs-fine-tuning</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/guides/in-house-ai-engineer-vs-agency</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/guides/why-rag-returns-wrong-answers</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/guides/how-to-evaluate-an-llm-pipeline</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/guides/llm-extraction-accuracy</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/guides/llm-api-costs-out-of-control</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/guides/provenance-for-ai-outputs</loc>
<lastmod>2026-08-26T19:21:05.005Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://codeandproof.com/blog/why-our-crawler-is-deliberately-slow</loc>
<lastmod>2026-08-26T00:00:00.000Z</lastmod>
<changefreq>yearly</changefreq>
<priority>0.4</priority>
</url>
<url>
<loc>https://codeandproof.com/blog/schema-that-fails-loudly</loc>
<lastmod>2026-08-26T00:00:00.000Z</lastmod>
<changefreq>yearly</changefreq>
<priority>0.4</priority>
</url>
<url>
<loc>https://codeandproof.com/blog/the-approval-gate-is-a-state-machine</loc>
<lastmod>2026-08-26T00:00:00.000Z</lastmod>
<changefreq>yearly</changefreq>
<priority>0.4</priority>
</url>
</urlset>
