Make Vibe Coding Actually Ship

See how a structured loop, separating ideation, specification, and execution with AI tools, turns AI ideas into working software, reducing errors and improving consistency.

Overview

I built ForgeOS, a simple system for turning AI-generated ideas into working software through a structured, repeatable loop.
In this demo, I’ll show how a single feature goes from idea → defined requirements → built code using multiple AI tools without losing context or control.