The number of features I’ve fully vibe‑coded (#codex) in a #Rails project I’ve been working on for eight years keeps growing. It’s roughly 20% prompting and 80% rigorous review — enforcing my rather high standards, gaining experience, and feeling increasingly confident. Feels like I’ve found a sweet spot. Love it.