Writing

Notes on GenAI that ships

Practical posts for people hiring AI Architects and building LLM systems. Cross-posted to Medium with canonical URLs pointing here when possible.

A practical RAG production checklist

What to verify before a retrieval-augmented GenAI feature goes live.

GenAI architecture patterns that hold up

Separation of retrieval, reasoning, and orchestration — without overbuilding.