MVP
Vibe coding is fast. Here is what still needs an engineer.
MAMavlers.ai Team·Jun 11, 2026·6 min
AI-accelerated building is genuinely fast. But shipping something people depend on still needs engineering discipline.
Still needs a human
Architecture, security, testing, and the judgment to say no to a shortcut.
MA
Mavlers.ai Team
AI consultants, solution architects and engineers writing about delivering AI and automation under agency brands.