Dev.to
7/12/2026

A Small Prompt Workflow That Made My AI Image Experiments Easier To Debug
Short summary
A developer shares a structured workflow for AI image prompt experimentation: start from a reference image, break it into fields (subject, layout, material, light, mood, use case), and change only one field per iteration. This makes debugging predictable and collaborative. The author mentions using Timi AI for visual prompt examples and references OpenAI's prompt engineering guide and Google's image SEO documentation.
- •Break image prompts into structured fields and change one variable at a time
- •Reference-first approach replaces long one-shot prompts
- •Mentions Timi AI for visual prompt examples and OpenAI/Google docs
Generated with AI, which can make mistakes.
Is this a good recommendation for you?



