Feedback an agent can act on.

Pin a comment to the actual element, on the actual page. The thread carries the URL, the anchor, the viewport and the screenshot — so a person or an agent can find the same spot and fix it.

Free while you test the loop. Invite your team once you're in.


Feedback loses context between tools.

“Can we fix this?” — and an agent inherits the same missing context.

The reviewer

Sees the problem

A specific element, on a real page, in a particular state — obvious while they are looking at it.

The builder

Reconstructs the scene

Which URL? Which breakpoint? Which version? And what did “this” actually mean?


01

Find the element

A stable feedback ID first; DOM and semantic anchors, viewport and layout context as fallback.

02

Respect the layout

Hide the pin when its element is hidden. The thread stays reachable in the list.

03

Recover honestly

Screenshot fallback when anchors drift, and uncertain matches flagged rather than guessed.


One loop, shared by people and agents.

Human points Feedback carries context Agent reasons Fix opens a PR Human verifies

Conversation attached to the actual product.

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