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Feature Forge transforms vague ideas into production-ready technical specifications by acting as a senior product analyst. It bridges the gap between business goals and technical implementation through a structured interview process, balancing user value with system feasibility. By utilizing the Easy Approach to Requirements Syntax (EARS) and Given/When/Then acceptance criteria, it ensures all functional, non-functional, and security requirements are clearly defined and testable before a single line of code is written, reducing development friction and scope creep.