Engineering Publications
Technical Insights & Architecture Papers
Deep-dives on high-throughput backend architecture, Python & Django performance, real-time Voice AI, and resilient database modeling.
Production RAG Chunking Strategies: Semantic, Recursive, and Parent-Document Retrieval Compared
Naive fixed-character text chunking ruins LLM retrieval precision by bisecting key sentences and isolating semantic context. Compare recursive character splitting, semantic boundary detection, and parent-document retrieval architectures for production RAG pipelines.