Technical insights

Insights

Architecture decisions, operational patterns, and implementation notes from production data and AI systems.

Articles starting mid-2025 — covering batch pipeline design, RAG system architecture, and AI-ready data infrastructure.

Topics in scope: batch pipeline design and failure recovery, deterministic chunking strategies for RAG systems, metadata-driven ETL architecture, AI-ready data infrastructure patterns, and operational observability for solo-maintained systems.