RAG Evaluation: What We Measure Before Production — Architecture Notes

Answer first: RAG Evaluation: What We Measure Before Production — Architecture Notes — a practical field guide from Shriram IT Ventures for engineering and product leads who need decisions, not decks.

Context & who this is for

Skip the buzzwords. For RAG Evaluation: What We Measure Before Production — Architecture Notes, the constraint that matters is usually data ownership, not feature count.

Architecture decisions that age well

Ship a thin vertical slice, measure, then widen. Big-bang rewrites rarely survive contact with production.

Implementation checklist

Instrument the happy path and the exception path — silent failures are what turn launches into fire drills.

Failure modes we see in the wild

Teams that document trade-offs before coding waste fewer sprints when requirements shift mid-build.

Measurement & rollout

Skip the buzzwords. For RAG Evaluation: What We Measure Before Production — Architecture Notes, the constraint that matters is usually data ownership, not feature count.

Updated regularly as delivery patterns change.