Understanding Cognitive, Communication, and Abnormal Costs in Software Development

The article examines how software development teams incur hidden cognitive, communication, and abnormal costs, explains their sources such as memory load and technical debt, and proposes practical strategies—including talent selection, shared standards, and incident prevention—to reduce these costs and improve overall R&D efficiency.

R&D managementTechnical Debtcognitive cost

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Understanding Cognitive, Communication, and Abnormal Costs in Software Development

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Mar 21, 2022 · Fundamentals

How to Tame Software Complexity: Entropy, Constructal Law, and Design Strategies

This article explores why software systems inevitably become more entropic and complex, draws parallels with physical entropy and the Constructal Law, identifies sources of uncertainty, scale, and cognitive cost, and presents practical approaches such as isolating core kernels, adopting Domain‑Driven Design, and applying Clean Code principles to keep systems maintainable.

Software Architectureanemic modelclean code

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How to Tame Software Complexity: Entropy, Constructal Law, and Design Strategies