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Muhammad Omar

1 paper indexed

openalexZenodo (CERN European Organization for Nuclear Research)2026-07-24

Structured Vibe Coding: The PAS/TDO Framework for Engineering AI Application Prompts

Muhammad Omar

Abstract Generative AI (GenAI) applications are non-deterministic. That is the same input can produce different outputs from run to run, and increasingly it is the prompt, not a line of code, that stands between an unpredictable model, and a system people can rely on. Despite thi…

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