You may consider taking a look at Cody PBT...
If you want structured vibe coding for non-developers/product builders: Cody is lighter, more accessible, and explicitly built to enhance (not replace) intuitive AI coding.
BMAD (Breakthrough Method for Agile AI-Driven Development) and Cody (the Product Builder Toolkit from iBuildWith.AI) are both frameworks designed to bring structure to AI-assisted app development, particularly for "vibe coders" — non-traditional developers who rely on intuitive, prompt-based AI coding rather than rigid traditional programming.