The Process: A Collaboration Between Amanda Dahlgren and Claude Code
Claude Code and I built a web application together. From an idea inspired by Trevor Paglen, to a cute little Claude Artifact prototype, to a frustrating day fighting Squarespace, and finally, finally to something that is actually useable. This page is a summary of the whole process: the idea, the fumbling and learning, what shipped, what got thrown out, and how long it actually took us to get to a live link on amandadahlgren.com. Straight from "git"* and my own memory.
The commit/hour counts only start Jul 23 — the first two days happened before I even had a repo, so those are just what I remember.
*A quick glossary — I'm not a coder either, so I had to learn these too
Where it started
This whole thing traces back to one week: an Anderson Ranch master class with Trevor Paglen. I'd read his book, How to See Like a Machine: Images After AI, in the runup to the workshop. His throughline stuck with me: the glut of images today that are solely made for other machines to interpret, sorted and classified and acted on long before a human eye ever gets to them, if it ever does. I couldn't stop thinking about that gap. So this tool is my attempt to make someone else feel it, not just listen to me explain it.
"A machine reads for classification. A human reads for meaning." — the line I open the app with.
The timeline
From Jul 23 on, this is straight from git with real timestamps. The first two days (dashed cards) happened before I know I had to ask Claude to start a repo, so those two are just what I remember. The bigger the dot, the bigger the day.
What got built
Forget the calendar for a second. Here's what the actual tool does today. First, you walk through the human experience of a deep dive into a photograph. Then I make you watch a machine do it to the same photo, quickly and poorly.
As of Aug 4, this branches: in critique mode, the same Consent → Evaluate steps run, but the ending swaps Machine Reading and Compare for a single “Download critique” button — a report written for someone who's never seen this tool, meant as a gift for another photographer.
That evening — Aug 3
Once the core app was working, I spent one more session back in Squarespace — retiring the old "Seeing vs. Sensing" name and page, writing new copy, wiring up a button to the real app, fixing the URL and SEO fields, and fighting a hover effect until it actually looked clickable.
Turns out this wasn't the last mile after all — the app kept growing the very next day. See Aug 4, above.
→ amandadahlgren.com/visual-literacy