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.

2026-03-30

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.

2026-03-23

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