01
What breaks in a RAG pipeline
One or two sentences.
1 min read
09Writing
Notes from building things that had to work.
Longer-form writing on retrieval, interface design and the parts of shipping software that don't fit in a project card.
02
Retrieval as an interface, not a feature
Most portfolios list technologies. This one lets you query them — and the whole page answers. Notes on building a retrieval graph as the primary navigation of a site.
2 min read
- design
- next.js
- interaction
03
What breaks in a RAG pipeline before the model does
Chunking, isolation and eval — the unglamorous parts of retrieval-augmented generation that decide whether a chatbot is usable, long before prompt quality matters.
1 min read
- ai
- rag
- python