DraftingIntegration • 2025

Ambient Feedback

Reducing noise in developer-designer handoffs.

Overview

A system that injects automated visual context into design-to-code handoffs. By surfacing intent, constraints, and open questions where they are needed, Ambient Feedback aims to replace endless sync meetings with precise, asynchronous signal.

Goals

  • 01Map common handoff friction points to contextual micro-interventions.
  • 02Build a browser extension and Figma plugin pair.
  • 03Measure reduction in back-and-forth comments per handoff.

Intended Outcomes

01

Figma plugin in private beta

02

Handoff quality rubric

03

Case study with one design-led engineering team