Treating Prompts as Production Code: The Key to Reliable AI Assistants

Most AI coding assistants fail not because models are too small, but because prompts lack context and structure. The industry still treats prompts as README afterthoughts, resulting in hallucinated code and broken outputs. First-class prompt libraries—versioned alongside code and structured around actual file systems and conventions—enable truly reliable, intent-driven AI agents.