CRAG

An engineer at an ISP built a WhatsApp billing assistant using Corrective RAG (CRAG) and found that the main challenge was not retrieval but the model narrating correct numbers incorrectly. The system…

Codernic has developed a sovereign enterprise AI infrastructure that addresses security and compliance failures in 95% of current solutions. The platform features a Pirsig Engine for native PII/PHI sc…

Author's journey rebuilding a financial advisory AI system called FinMentor, moving from a naive approach that dumped entire JSON portfolio snapshots into the model's context to a proper Retrieval-Aug…