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scaffolding

Recording Decision Context with AI Scaffolding

Recording Decision Context with AI Scaffolding

This article from the How Do YOU CM2? series emphasizes the importance of capturing design rationale in decision-making for effective knowledge management. It highlights how failing to document the reasoning behind design choices leads to inefficiencies, particularly for new hires. AI can assist in documenting these rationales seamlessly during the engineering process, improving future decision-making.

AI-assisted CM - From context rot to rigorous scaffolding

AI-Assisted CM: From Context Rot to Rigorous Scaffolding

This article discusses challenges of AI-assisted product changes, particularly context degradation in large language models as conversations progress. It introduces scaffolding, a structured approach to maintain contextual integrity in change management. By emphasizing task decomposition and context engineering, organizations can improve AI performance and enhance governance in engineering workflows.