Writing
from the desk.

Field notes on building software that ships — web, APIs, and AI workflows.

  • AI Knowledge Bases — beyond RAG
    Why naive retrieval falls short, and how graph + structured memory unlock reasoning that RAG alone can't.
    Coming soon