A small recency window of 3-5 prior ADRs as context produces higher-fidelity LLM-generated Architecture Decision Records than no context, full history, or retrieval-augmented selection in typical sequential workflows.
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A fairness-first Design Thinking method is proposed and tested in software architecture education to systematically address hidden fairness issues in digital systems.
citing papers explorer
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Context Matters: Evaluating Context Strategies for Automated ADR Generation Using LLMs
A small recency window of 3-5 prior ADRs as context produces higher-fidelity LLM-generated Architecture Decision Records than no context, full history, or retrieval-augmented selection in typical sequential workflows.
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Fairness-First Design Thinking for Software Architecture
A fairness-first Design Thinking method is proposed and tested in software architecture education to systematically address hidden fairness issues in digital systems.