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Can LLMs Generate Architectural Design Decisions? -An Exploratory Empirical study
March 5, 2024, 2:43 p.m. | Rudra Dhar, Karthik Vaidhyanathan, Vasudeva Varma
cs.LG updates on arXiv.org arxiv.org
Abstract: Architectural Knowledge Management (AKM) involves the organized handling of information related to architectural decisions and design within a project or organization. An essential artifact of AKM is the Architecture Decision Records (ADR), which documents key design decisions. ADRs are documents that capture decision context, decision made and various aspects related to a design decision, thereby promoting transparency, collaboration, and understanding. Despite their benefits, ADR adoption in software development has been slow due to challenges like …
abstract architecture artifact arxiv context cs.ai cs.lg cs.se decision decisions design documents exploratory generate information key knowledge llms management organization project records study type
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