AI agents often hallucinate because they lack the specific context of your Laravel project's architecture and dependencies. Laravel Boost 2.0 fixes this by introducing a modular 'skills' system that injects the right documentation at the right time. By moving away from bloated, monolithic guidelines, Boost 2.0 keeps your AI prompts lean, costs low, and code generation remarkably accurate.