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Structured

67
Academic
Chimera Difficulty Score
a synthesis of Flesch-Kincaid, Coleman-Liau, SMOG, and Dale-Chall readability metrics
Structured-Prompt-Driven Development (SPDD) How to make LLM-assisted changes governable, reviewable, and reusable LLM programming assistants have demonstrated considerable value, but mostly with individual developers. The internal IT organization in Thoughtworks has been using them for their teams and have developed a method and workflow called Structured Prompt-Driven Development (SPDD). The arti...
SPDD represents a pragmatic evolution in AI-assisted development, addressing the tension between individual productivity gains and systemic quality risks. By treating prompts as governed artifacts, it shifts the focus from "generating more code" to "generating better-aligned code." The REASONS Canvas acts as a forcing function for clarity, reducing ambiguity before implementation—a critical improvement over ad-hoc LLM interactions. However, the method's success hinges on three assumptions: (1) t...