An infographic titled "Vibe Coding: The Vibe Factor" illustrating a formula for AI-assisted programming excellence, breaking down human capital (Experience, Reliability, Context) versus AI efficiency taxes (Attempts, AI(k)). The image includes a case study comparing senior and junior developers, a toolkit for vibe amplification, and a final section on becoming a Vibe Architect, all set against a light green background with pink and purple graphical elements.

The Vibe Factor isn’t about math – it’s about intentionality. When a senior developer uses AI to generate 30 lines of boilerplate while focusing mental energy on distributed lock implementation, they’re practicing vibe optimization. When a junior pastes AI-generated crypto code without understanding IV selection, they’re accumulating vibe debt.