Data Engineering
Search Infrastructure
The Semantic Versioning Crisis: Engineering a Vector Schema Registry for Distributed RAG
Avoid silent failures in RAG by implementing a Vector Schema Registry. Learn how to manage embedding versioning, handle semantic drift, and enforce contracts in Laravel.
Sep 18, 2026
·
15 min
Vector Search
Data Engineering
The Silent Search Killer: Using dbt Tests to Guard Your Vector Ingestion Pipeline
Stop silent search degradation by implementing dbt macros to validate vector dimensions, L2 norms, and semantic drift across your ingestion pipelines.
Jul 14, 2026
·
31 min