development-principles

Eliminate ambiguity by systematically questioning unclear requirements, identifying contradictions between documents, and requesting explicit clarifications before proceeding. This approach prevents rework by ensuring all stakeholders agree on precise specifications before any development work begins.

Apply structured contradiction detection across all project artifacts—requirements documents, design specs, and code. Flag inconsistencies immediately and resolve them with explicit clarification, ensuring alignment throughout development rather than discovering conflicts late.

Assumptions lead to misaligned implementations and costly rework. By relying solely on explicit requirements and asking clarifying questions when intent is unclear, you ensure the final deliverable matches actual user needs, not guessed intent.

Apply these principles during requirements gathering, specification validation, design reviews, and whenever ambiguous statements or inconsistencies surface. Early intervention at each stage prevents cascading errors downstream.

Yes. These principles structure conversations around ambiguous requirements by enforcing explicit clarification and contradiction detection, reducing miscommunication and aligning team understanding before decisions are made.