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Insights

Practical notes for builders shipping RAG systems.

Short, implementation-first writing on evaluation, security, latency, and patterns that work in production.

From PDFs to product features

A blueprint for turning document collections into reliable, citation-backed user experiences.

See: /insights/pdfs-to-product

RAG evaluation essentials

How to measure answer quality, citation faithfulness, and regression risk.

See: /insights/rag-evaluation

Secure ingestion patterns

Least-privilege pipelines and boundaries for sensitive documents.

See: /insights/secure-ingestion
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