I’m a nonprogrammer building AIPenFree for people who want help without learning AI jargon. The first version has one main job: type a question and get an answer. Using an already-approved design, AI helped me get the service deployed and tested on the public domain in roughly 72 minutes of execution and setup time. That is not the total time spent developing the idea, and I don’t have a measured total AI-labor cost. The launch used free Cloudflare and Groq capacity, with $0 in new external-service spending during that deployment. It’s an early beta: capacity is limited, answers can be wrong, and there is no live web search yet. I’d value feedback from people new to AI: what did you try, and where did the experience become confusing?

AIPenFree

Everyday AI help, without the setup

Everyday AI help, without the setup