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AI

Before After Diff Lab

Two images - vision change summary (what changed, risk notes). Honest 503 without AI.

Run this experiment yourself

Demos are not embedded on this site. Deploy a standalone copy on Vercel or run the experiment app locally.

Local development

cd apps/experiments/before-after-diff-lab
pnpm install
pnpm dev

Then open http://localhost:3010.

This is an experimental demo. Use it as a starting point for your own projects.

Before After Diff Lab is a Wave 3 Batch H composition lab. Pure helpers live in logic.ts; missing providers or stores degrade honestly (never fabricate AI output).

Features

  • Two-image vision diff
  • Structured change list
  • Honest 503

Server Reference

POST /api/diff

multipart: before=<image>&after=<image>
StatusCause
200Success
400Missing images
503No AI provider

Implementation Details

Validate

Inputs are length-capped in logic.ts; APIs return 400 for missing fields.

Run

Route Handlers compose AI SDK, Redis/Neon, or ImageResponse as documented. Fallbacks include honest notes.

Limitations

  • Not pixel-perfect QA.
  • 4MB per image.
  • Model may miss subtle diffs.

Use in your project

Copy the Route Handler(s) and logic.ts from apps/experiments/before-after-diff-lab/.

Deployment

Deploy on Vercel

Local Development

cd apps/experiments/before-after-diff-lab
pnpm install
pnpm dev

Configuration

VariableRequiredPurpose
AI_GATEWAY_API_KEYYes (or OpenAI)Preferred AI provider

Next Steps

On this page