PLACEHOLDER. An internal knowledge tool rebuilt around calibrated refusal instead of confident guessing.
Outcome PLACEHOLDER. Answer acceptance rose from 41% to 78% once the system started saying "not in the corpus".
Next.js · Postgres · pgvector
PLACEHOLDER. Tooling that treats model output as a first draft with provenance, not as finished copy.
Outcome PLACEHOLDER. Cut time-to-publish by half while raising the proportion of pieces passing editorial review.
TypeScript · Claude API · Supabase
PLACEHOLDER. A component library moved off hardcoded values so that rebranding became one file.
Outcome PLACEHOLDER. Retheming went from a two-week project to an afternoon.
Figma · Tailwind · React
PLACEHOLDER. Twelve setup screens collapsed into one branching prompt.
Outcome PLACEHOLDER. Activation up 22 points; support tickets about setup down by two thirds.
Figma · React
PLACEHOLDER. A review queue for labelling data nobody wanted to look at.
Outcome PLACEHOLDER. Reviewers cleared 3x the volume at the same accuracy.
Python · Postgres
PLACEHOLDER. Interaction patterns for the moment an automated flow gives up and asks a person.
Outcome PLACEHOLDER. Escalations resolved 40% faster with full context carried across.
TypeScript · Claude API
PLACEHOLDER. Visual grammar for showing model confidence without implying false precision.
Outcome PLACEHOLDER. Adopted as the default pattern across four product surfaces.
Figma
V4 authoring fixture.