Engineering Determinism Inside the SDPF Architecture 1

Download link: https://sdpf.dev The Software Development Prompting Framework (SDPF) introduces a rigorous engineering methodology designed to eliminate AI "hallucinations" by treating them as symptoms of incomplete human instructions. Rather than blaming flawed models, this approach identifies specification-induced speculation as the root cause of inconsistent code and logic errors. The framework functions as a formal language that binds stochastic models within a "strict geometric corridor" of mathematical constraints and technical verification gates. By mandating a specification-first lifecycle, the system forces AI to act as a deterministic compiler rather than an unpredictable improviser. Consequently, the human architect’s primary value shifts from writing implementation code to mastering the discipline of complete specification. Ultimately, this shift suggests that even smaller, older AI models can achieve enterprise-grade reliability when governed by such precise, unambiguous contracts.