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A little less explaining. A lot more building.

Feedback an agent
can act on.

Pin a comment to the actual element, on the actual page. Give people and agents the context to find the same spot — and fix it.

See feedback in context See how it works

For the people who see it. And the agents who fix it.

your-product.com / a little context goes a long way In context
RIGHT HERE. NOT LOST IN A THREAD.

Great work starts
with a clear point.

A headline, a button, that thing that feels a little off. Point to it. Say what you mean.

Every detail, attached
J
JamieJust now · Guest reviewer
Open

Could we make this headline more specific? Lead with what the customer can actually do.

↳ h2#demo-title1440 × 900
The right feedback. The exact element.
A comment. An anchor. The context to act.Illustrative product preview
THE CONTEXT GAP

“Can we fix this?”
Shouldn’t start a guessing game.

Feedback loses context between tools. And an agent inherits the same missing pieces.

01 / THE REVIEWER

Sees the problem.

A specific element, on a real page, in a particular state. Obvious while they’re looking at it.

“This needs a little more breathing room.”
02 / THE BUILDER

Reconstructs the scene.

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

“Wait — which part are we talking about?”
LESS GUESSWORK. MORE CONTEXT.

Attached to the product.
Not just a conversation.

01

Find the element.

Start with a stable anchor. Keep the page, viewport, and surrounding context together, so the next person knows where to look.

02

Respect the layout.

Feedback belongs to an element, not a pair of coordinates. As the page moves, the conversation moves with it.

03

Keep the thread.

One place for the observation and the follow-through. Less copying between tools. Fewer details lost along the way.

THE FEEDBACK LOOP

People point.
Agents pick up the context.

From “this feels off” to a change you can verify.
A shared loop, with a human at both ends.

  1. 01Human points
  2. 02Feedback carries context
  3. 03Agent reasons
  4. 04Fix opens a PR
  5. 05Human verifies

One conversation, from the first observation to the final review.

LESS BACK-AND-FORTH. MORE FORWARD.

Good feedback
has a place.

Make it the actual product.

See feedback in context Attached to the actual product.