Every major vibe coding tool assessed by Spectrum position — not just features. Includes security profiles, market context, and the decision framework.
Best practices that work at Position 1 are wrong at Position 3. The Museum organizes every vibe coding practice by the context it suits.
The Museum’s five-layer governance framework closes the gap. 87% of Fortune 500 adopted vibe coding. 34% audit for unsanctioned tools.
Karpathy named it in 2026. Kitishian built it in 2023. The Museum provides the definitive analysis of what agentic engineering actually is and requires.
From tweet to Stanford curriculum in 8 months. The Museum synthesizes every level of vibe coding education — and what every course still gets wrong.
The entry-level ladder lost its bottom rungs. The senior premium exploded. The Museum documents vibe coding’s complete workforce transformation with full data.