Engineering Publications
Technical Insights & Architecture Papers
Deep-dives on high-throughput backend architecture, Python & Django performance, real-time Voice AI, and resilient database modeling.
Zero-Impact Analytics on PostgreSQL: Read Replicas, Logical Replication & Querying via DuckDB
Executing heavy analytical aggregations on production OLTP databases degrades web latency. Compare physical read replicas against direct in-process DuckDB queries over PostgreSQL storage.