Tag: RAG

A model module sliding into a socket on an existing backend, with a spare module ready to be swapped in.

LLM Integration: Adding Language Models to Your Existing Product

How we add language model features to an existing product: swappable models, retrieval over your data, structured outputs, evals in CI and production safeguards.

Sep 29, 2026 · 7 min read

A drafted app window cut away to reveal a small model circle fed by documents, one component inside a larger product.

AI App Development: What Models Do Well and How to Ship Them

Which problems language models actually solve well, how an AI feature is built, evaluated and budgeted, and how we take it from prototype to production.

Sep 29, 2026 · 8 min read