https://codeandproof.com 2026-08-26T21:50:32.793Z monthly 1 https://codeandproof.com/services 2026-08-26T21:50:32.793Z monthly 0.8 https://codeandproof.com/services/ai-reliability-audit 2026-08-26T21:50:32.793Z monthly 0.9 https://codeandproof.com/services/ai-extraction-pipelines 2026-08-26T21:50:32.793Z monthly 0.9 https://codeandproof.com/services/rag-and-retrieval 2026-08-26T21:50:32.793Z monthly 0.8 https://codeandproof.com/services/agentic-workflows 2026-08-26T21:50:32.793Z monthly 0.8 https://codeandproof.com/services/fractional-ai-engineering 2026-08-26T21:50:32.793Z monthly 0.7 https://codeandproof.com/case-studies 2026-08-26T21:50:32.793Z monthly 0.7 https://codeandproof.com/case-studies/evidence-scored-outbound 2026-08-26T21:50:32.793Z monthly 0.8 https://codeandproof.com/case-studies/markdown-as-agent-state 2026-08-26T21:50:32.793Z monthly 0.7 https://codeandproof.com/case-studies/long-form-generation-pipeline 2026-08-26T21:50:32.793Z monthly 0.6 https://codeandproof.com/case-studies/approval-gated-agent-runtime 2026-08-26T21:50:32.793Z monthly 0.6 https://codeandproof.com/case-studies/self-healing-publish-scheduler 2026-08-26T21:50:32.793Z monthly 0.5 https://codeandproof.com/guides 2026-08-26T21:50:32.793Z weekly 0.8 https://codeandproof.com/blog 2026-08-26T21:50:32.793Z weekly 0.6 https://codeandproof.com/about 2026-08-26T21:50:32.793Z monthly 0.6 https://codeandproof.com/contact 2026-08-26T21:50:32.793Z yearly 0.7 https://codeandproof.com/guides/what-an-ai-feature-costs-to-build 2026-08-26T21:50:32.793Z monthly 0.7 https://codeandproof.com/guides/ocr-vs-llm-extraction-invoices 2026-08-26T21:50:32.793Z monthly 0.7 https://codeandproof.com/guides/build-vs-buy-document-extraction 2026-08-26T21:50:32.793Z monthly 0.7 https://codeandproof.com/guides/rag-vs-fine-tuning 2026-08-26T21:50:32.793Z monthly 0.7 https://codeandproof.com/guides/in-house-ai-engineer-vs-agency 2026-08-26T21:50:32.793Z monthly 0.7 https://codeandproof.com/guides/why-rag-returns-wrong-answers 2026-08-26T21:50:32.793Z monthly 0.7 https://codeandproof.com/guides/how-to-evaluate-an-llm-pipeline 2026-08-26T21:50:32.793Z monthly 0.7 https://codeandproof.com/guides/llm-extraction-accuracy 2026-08-26T21:50:32.793Z monthly 0.7 https://codeandproof.com/guides/llm-api-costs-out-of-control 2026-08-26T21:50:32.793Z monthly 0.7 https://codeandproof.com/guides/provenance-for-ai-outputs 2026-08-26T21:50:32.793Z monthly 0.7 https://codeandproof.com/blog/why-our-crawler-is-deliberately-slow 2026-08-26T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/schema-that-fails-loudly 2026-08-26T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/the-approval-gate-is-a-state-machine 2026-08-26T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/per-field-confidence-scores 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/date-parsing-breaks-extraction 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/when-your-extractor-should-refuse 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/why-cosine-similarity-lies 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/hybrid-search-beats-bigger-embeddings 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/retrieval-eval-in-a-day 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/idempotency-keys-for-agent-actions 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/when-the-approval-never-comes 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/attributing-model-spend 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/prompt-caching-arithmetic 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/the-2027-price-rise 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/two-clocks 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/currency-and-decimal-separators 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/multi-page-context-loss 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/designing-the-review-queue 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/chunk-size-is-not-the-problem 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/when-reranking-pays 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/citations-that-point-at-something 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/tool-allow-lists 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/retry-is-not-resume 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/cost-ceilings-for-agent-runs 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/output-tokens-dominate 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/when-the-batch-api-pays 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/a-rule-pack-not-a-model 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/the-golden-set-for-extraction 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/structured-outputs-vs-parse 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/token-cost-of-document-images 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/multi-tenant-rag-leakage 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/metadata-filters-first 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/when-not-to-use-rag 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/why-agents-need-a-transcript 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/backoff-in-agent-runtimes 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/retries-are-a-line-item 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/model-routing-cheap-first 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/what-to-ask-an-ai-contractor 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/detecting-a-broken-contact-form 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/pdf-text-layer-vs-image 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/document-hashes-and-idempotency 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/field-level-accuracy-metrics 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/stale-embeddings-after-updates 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/recall-at-k-vs-answer-quality 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/agent-loops-that-never-terminate 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/dry-run-mode 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/context-window-abuse 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/white-label-ai-for-agencies 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/red-flags-in-ai-vendor-demos 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/how-to-scope-an-ai-feature 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/plain-text-email-on-purpose 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/reprocessing-after-a-prompt-change 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/tables-that-span-pages 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/when-ocr-beats-an-llm 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/extraction-that-fails-open-vs-closed 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/chunk-boundaries-and-tables 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/retrieval-latency-budget 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/query-rewriting-that-helps 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/mcp-servers-in-production 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/approval-ui-patterns 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/embedding-cost-at-scale 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/token-budget-per-document 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/who-owns-the-eval-set 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/characters-as-folders 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/handwriting-in-a-printed-field 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/rotated-and-skewed-scans 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/migrating-embedding-models 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/streaming-and-perceived-latency 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/why-demos-lie 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/fixed-scope-audit-vs-retainer 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/handover-and-documentation 2026-08-27T00:00:00.000Z yearly 0.4 https://codeandproof.com/blog/running-it-locally-on-purpose 2026-08-27T00:00:00.000Z yearly 0.4