img-blur-shadow-blog-2
Development Process

Knowledge Modeling for AI Collaboration

A Knowledge Model is a constituent of a SimpleModeling Model that supports defining Models through CML, reviewing a Domain Model, creating and reviewing a Use Case Model, and answering inquiries for Domain understanding. Terms defined in the Glossary map occurrences of the same concept across Object, Knowledge, and Literate Models. Generative AI presents candidates and explanations; people approve their meaning and evidence. Read More

2026-08-24

Watch video
img-blur-shadow-blog-2
Development Process

Object Modeling as a Structural Foundation

A SimpleModeling Model is composed of Object, Knowledge, and Literate Models, which are combined by purpose into Domain, Use Case, and Application Models. The Object Model contains an Executable Model that defines general structure and Behavior and an Execution Example Model that presents concrete executions such as Interactions. Execution examples provide inductive constraints for design and validation, while current CML targets only the Executable Model. CML, Cozy, and Textus absorb platform-oriented mechanisms so Object Modeling can focus on describing the Domain Model. Read More

2026-08-17

View infographic Watch video
Development Process Model Structure and the Use of Views

Part 4 takes the Model as its subject and composes Capabilities and Aspects through the Domain Model and Use Case Model axes. The Object Model makes the formal structure concrete, while purpose- and concern-selected Views support understanding, evaluating, and applying the complex Model.

2026-08-10

View infographic Watch video
Development Process Modeling Technology System

A Knowledge System collects, organizes, and classifies existing technologies and provides a map for understanding them. A Software Development Methodology selects the needed technologies from that knowledge, defines their roles and use, and guides practice. A SimpleModeling Model is composed of an Object Model for formal structure and execution examples, a Knowledge Model for generative-AI knowledge structures, and a Literate Model for human-readable context and intent. Domain Modeling organizes the three constituents with emphasis on problem-domain meaning, structure, rules, and boundaries. Application Modeling organizes them with emphasis on Use Case realization, Collaborations, Interactions, state transitions, Events, Services, and Operations. Domain Modeling is not entirely static, and Application Modeling does not own every dynamic element. Approved executable formal structures are connected to executable software through CML, Cozy, AI, and Textus as Model Realization. Quality attributes remain cross-cutting design concerns.

2026-08-03

View infographic Watch video
Development Process What SimpleModeling Has Pursued

SimpleModeling has built a path from models to executable software through CML, DSLs, Literate Models, Cozy, and Textus. Cozy transforms CML into executable software, while AI fills implementation gaps that Cozy cannot transform completely. Textus runs the resulting software. Meanwhile, people have performed most of the work of constructing a Domain Model from knowledge. With the BoK as a shared foundation for collaboration among domain experts, developers, and AI, the path from Knowledge to Executable Software can be treated as one methodology.

2026-07-27

View infographic Watch video
Development Process Why Reconstruct Software Development Methodology?

With the arrival of AI, the domain model has become a working abstraction with a realization path to implementation that can directly drive development forward. AI translates domain models into implementations and fills in the necessary implementation details. The primary subject handled by humans therefore shifts from describing implementation step by step to software models representing the target world, responsibilities, execution, and knowledge. Because model quality strongly influences software quality, modeling becomes the new choke point, requiring existing software engineering to be reconstructed as a modeling-centered methodology.

2026-07-20

View infographic Watch video
Development Process Architecture-Centric in SimpleModeling

SimpleModeling adopts an architecture-centric approach derived from the Unified Process. Architecture is treated not merely as a design artifact, but as the organizing structure that guides requirements, analysis, design, implementation, and operation. By applying architectural viewpoints from the earliest stages, models become more coherent, analyzable, and AI-friendly.

2026-05-11

Development Process SimpleModeling Development Process with Essence Framework

The SimpleModeling Development Process is composed by selecting and combining Practices such as Use Case Lite, Scrum Solo, Cloud Native CBD, BoK, Cozy Domain Modeling, Code Generation, and DevOps on top of the Essence Kernel. CNCF is positioned as the execution foundation. This article provides a draft definition using Method View, Process Flow View, Work Product View, Role/Agent View, Automation View, and Lifecycle View.

2026-04-20

Development Process SimpleModeling Development Process in the AI Era

SimpleModeling integrates literate modeling, DSL, and execution platform to enable AI-driven development processes. This article reconstructs a minimal development workflow based on Essence as a BoK → Cozy → CNCF → SKILL pipeline.

2026-04-13

Development Process Meta Development System Framework

This article explains the structure and operation of the Meta Development System Framework proposed by SimpleModeling. It serves as an integrated development foundation combining Literate Model-Driven, Knowledge-Driven, and AI-Assisted approaches, modeling the way of development as a reusable development system.

2025-11-10

Development Process What SimpleModeling Has Pursued

SimpleModeling has built a path from models to executable software through CML, DSLs, Literate Models, Cozy, and Textus. Cozy transforms CML into executable software, while AI fills implementation gaps that Cozy cannot transform completely. Textus runs the resulting software. Meanwhile, people have performed most of the work of constructing a Domain Model from knowledge. With the BoK as a shared foundation for collaboration among domain experts, developers, and AI, the path from Knowledge to Executable Software can be treated as one methodology.

2026-07-27

Development Process Why Reconstruct Software Development Methodology?

With the arrival of AI, the domain model has become a working abstraction with a realization path to implementation that can directly drive development forward. AI translates domain models into implementations and fills in the necessary implementation details. The primary subject handled by humans therefore shifts from describing implementation step by step to software models representing the target world, responsibilities, execution, and knowledge. Because model quality strongly influences software quality, modeling becomes the new choke point, requiring existing software engineering to be reconstructed as a modeling-centered methodology.

2026-07-20

Development Process Architecture-Centric in SimpleModeling

SimpleModeling adopts an architecture-centric approach derived from the Unified Process. Architecture is treated not merely as a design artifact, but as the organizing structure that guides requirements, analysis, design, implementation, and operation. By applying architectural viewpoints from the earliest stages, models become more coherent, analyzable, and AI-friendly.

2026-05-11

Development Process SimpleModeling Development Process with Essence Framework

The SimpleModeling Development Process is composed by selecting and combining Practices such as Use Case Lite, Scrum Solo, Cloud Native CBD, BoK, Cozy Domain Modeling, Code Generation, and DevOps on top of the Essence Kernel. CNCF is positioned as the execution foundation. This article provides a draft definition using Method View, Process Flow View, Work Product View, Role/Agent View, Automation View, and Lifecycle View.

2026-04-20

Development Process SimpleModeling Development Process in the AI Era

SimpleModeling integrates literate modeling, DSL, and execution platform to enable AI-driven development processes. This article reconstructs a minimal development workflow based on Essence as a BoK → Cozy → CNCF → SKILL pipeline.

2026-04-13