Serpaix Blog https://serpaix.com/blog Engineering notes and product updates from the Serpaix team. en-us Mon, 08 Jun 2026 21:58:06 GMT <![CDATA[Building the World Modeling Engine: Probabilistic Forecasting for Personal Knowledge]]> https://serpaix.com/blog/world-modeling-engine https://serpaix.com/blog/world-modeling-engine Fri, 15 May 2026 00:00:00 GMT <![CDATA[Multi-Hop RAG at the Edge: Running 8 Agents Over a Local Knowledge Graph]]> https://serpaix.com/blog/multi-hop-rag-edge https://serpaix.com/blog/multi-hop-rag-edge Fri, 10 Apr 2026 00:00:00 GMT <![CDATA[PII Redaction in Rust: Why We Strip Sensitive Data Before It Leaves Your Machine]]> https://serpaix.com/blog/pii-redaction-rust https://serpaix.com/blog/pii-redaction-rust Sun, 22 Mar 2026 00:00:00 GMT