AI Poster Prompts Improved (john.hartnup.uk)

A tech enthusiast has released version 2 of his AI-generated poster prompts, building on previous experiments that highlighted common shortcomings in AI-generated designs. Through community feedback on Hacker News, he identified flaws such as excessive detail, overly literal interpretations of prompts, and a tendency for the AI to repeatedly select certain elements, like ferrets for a fictional fete event. The upgraded prompts aim to create more visually appealing posters with clearer text hierarchies and less clutter, without compromising user control. The new version leverages Claude Code and OpenAI’s API to automate prompt evaluation and modification, significantly reducing the manual effort required in the earlier version. By testing with different artistic styles and optimizing prompt length, the team improved the quality and relevance of the generated images while still allowing users to tweak results as necessary. While ferrets remain a common motif due to their striking nature, the system now presents users with a selection of alternative subjects before finalizing the image, enhancing creative flexibility for users such as busy parents in need of quick yet effective designs.