## Problem to solve Users need a quick, non-intrusive way to share feedback that fits seamlessly into their workflow. This will provide us with actionable product signals, helping us identify areas for improvement and address shortcomings more effectively. ## Phase 1: Binary Feedback Foundation: establish baseline sentiment tracking without workflow disruption Goal: add on to our existing schema for each chat by adding two new fields * Simple thumbs up/down on each Duo response (see designs provided) * For each chat conversation (adding on to existing telemetry we already send for chats) * `feedback_type`: thumbs_up, thumbs_down * feedback timestamp <details> <summary> ## Proposed Design </summary> {width=900 height=401} </details> - Create an AI action bar at the bottom of the most recent response. - The thumbs up/down icons should use the same visual styling as other action buttons, like copy. - When a user clicks thumbs up, the button should highlight in a success color (green) and remain visually active (similar to copy). - When thumbs down is selected, the button should highlight in a warning color (orange/red). - We should move the copy action to this action bar. ## Out of scope for this issue: ### Sentiment Correlation Logic (separate issue) How will this data be used? * We'll create a sentiment score based on the following factors (not inclusive list, but a baseline for calculation). * Thumbs up or down * Time to feedback * First action of chat (already captured) * Last action of chat (already captured) * Chat response time (already captured) * Tool calls made (already captured)