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Blog

Harness Engineering and SimpleModeling

SimpleModeling integrates BoK, literate models, DSL, and execution platforms to extend Harness Engineering into a foundation that governs execution based on meaning. It reduces gaps between specification and implementation and enables consistent quality and reproducibility required in the AI era. Read More

2026-03-30

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Knowledge Development

The Philosophy of 1.5hop+: Meaning-Oriented Concept Neighborhoods

1.5hop+ is a knowledge graph exploration approach that constructs concept neighborhoods based on semantic structure rather than fixed traversal distance. By leveraging CML/UML metamodel structures, it provides sufficient semantic context for generative AI, balancing accuracy and efficiency. Read More

2026-03-23

Blog Reinterpreting the Unified Process in the AI Era

In the previous article, we organized the development process for the AI era by positioning the Unified Process as the structural backbone of the process and Component-Based Development as the central structure of development. The Unified Process defines the software development process through three core principles: Iterative & Incremental development, Architecture-Centric design, and Use-Case Driven development. These principles remain valid even in the age of AI. However, in an environment where AI-based code generation has become commonplace, the meaning and role of each principle need to be understood somewhat differently from how they were interpreted in the past. In this article, we revisit the three fundamental principles of the Unified Process as a guide and re-examine the nature of the development process in the AI era.

2026-03-16

Blog CBD-Centered Development Process in the AI Era

In the AI era of software development, the design of system structure becomes more important than the capability of code generation. This article organizes a basic framework for AI-assisted development, using the Unified Process (UP) as the backbone of the process and Component-Based Development (CBD) as the central architectural structure.

2026-03-09

Blog The Value of CBD in the AI Era

While AI accelerates software development, it has also introduced a new challenge: structural instability. This article revisits the contemporary value of CBD by examining not only its original structural strengths, but also its role in the AI era—through structural constraints that improve generation accuracy, boundaries and specifications that suppress instability, and reusability enhanced by AI. CBD should not be regarded merely as a reuse technique, but rather be re-evaluated as a foundational technology that stabilizes development in an AI-first era.

2026-03-02