The gap between AI hallucinations and production-ready code is finally closing, but it requires more than just a better model. Ashley Hindle reveals how Laravel Boost is rearchitecting the developer experience by injecting live documentation and architectural guidelines directly into the AI's decision-making loop. From hybrid vector search to the Model Context Protocol, the future of coding isn't about replacing the developer—it's about giving your AI agent the 'hands' it needs to actually understand your codebase.