Blog

Technical writing on applied AI, system design, and engineering practices.

·5 min read

What Breaks When You Take GenAI from Demo to Production

A practical breakdown of what actually fails when GenAI systems move from clean demos to production environments.

GenAIProductionRAG
·3 min read

Building Production RAG Systems: Lessons from the Field

What I've learned building retrieval-augmented generation systems that actually work in production — beyond the tutorial demos.

RAGLLMArchitecture