From Prototype to Platform: A Practical View of LLMOps
Key steps teams often miss when moving from a successful demo to a reliable production system.
Blog
Occasional notes and write-ups on LLMOps practices, retrieval systems, AI agents, and lessons learned from real-world platform work.
Designing RAG Systems That Are Actually Debuggable
Why chunking, metadata, and evaluation harnesses matter more than the vector database brand.