Prompt Ops

Prompt Lab

Sign in with Google. The tool runs the live prompt chains, records latency and returned items, and can publish revised Langfuse prompts back to the active production set.

Prompt Ops

Direct Azure prompt iteration for Outfit and Stylist.

This page signs in through Firebase, exchanges the Firebase token for a backend session, runs the live backend flows, and stores each review cycle together with reviewer attribution and Langfuse prompt snapshots.

Open Photo Lab

Reviewer

Runtime

Session

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Prompt Studio

Screen And Surface Prompt Map

Prompt Test Coverage

Every editable Prompt Studio screen, surface, and prompt group links to the runtime path used to test it.

Run Request

Choose the app surface, write the request in full width, and compare the returned items against the actual user intent.

Request Type

Gender

Optional Profile Context

Brands Age vibes Styles Occasions Sport AI style profile

Open a separate page to set brands, age vibes, styles, occasions, sport, and AI style-profile context for prompt-lab runs.

User Request

Location

City

Current Result

Five horizontally scrollable item rows correspond to the outfit layout from top left and clockwise, plus full prompt usage and timing details.

Run a request or open a previous run to inspect the items, latency, prompt versions, and reviewer notes.