Education: AI Evaluation Harness Guide

Answer first: Education: AI Evaluation Harness Guide — a practical field guide from Shriram IT Ventures for engineering and product leads who need decisions, not decks.

Context & who this is for

Prefer boring technology where the risk is operational, and reserve novelty for the actual product wedge.

Architecture decisions that age well

Prefer boring technology where the risk is operational, and reserve novelty for the actual product wedge.

Implementation checklist

Skip the buzzwords. For Education: AI Evaluation Harness Guide, the constraint that matters is usually data ownership, not feature count.

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 Education: AI Evaluation Harness Guide, the constraint that matters is usually data ownership, not feature count.

Updated regularly as delivery patterns change.