Blog

Shipping feedback, faster

Practical notes on collecting website feedback and turning it into changes an AI agent can ship.

2026-08-13

AI agent feedback workflow: from client click to shipped fix

The coding is no longer the slow part — the brief is. Here is the full loop from a client clicking the live site to an agent shipping the change.

Read the article

2026-08-05

How to collect client feedback on websites — without PDFs

Annotated screenshots and email chains make a ten-minute change cost an afternoon. A simple process that keeps feedback on the page it belongs to.

Read the article

2026-07-28

Best website feedback tools for agencies in 2026

Visual feedback tools all promise the same thing. The differences that matter: setup cost, how pins survive redeploys, and whether an AI agent can act on the output.

Read the article