ai-factory.architecture

Choose software architecture patterns by evaluating team size, domain complexity, and deployment needs against a decision matrix. This process guides the selection of monoliths, modular monoliths, or microservices to ensure the architecture matches project constraints and goals.

Use microservices for complex domains requiring independent deployment, and monoliths for smaller teams needing simpler deployment. The architecture decision relies on comparing trade-offs using criteria like domain complexity, team size, and deployment needs to determine the best fit.

You need Clean Architecture or Domain-Driven Design (DDD) when structuring systems with complex business domains. These patterns provide decision criteria and best practices to enforce separation of concerns and maintainable code structure for both new builds and refactors.

Refactor a monolith to microservices by following actionable steps for architecture evolution. The guide outlines real-world scenarios showing pattern selection, how to transition through a modular monolith, and the specific trade-offs encountered during this architecture migration.

A modular monolith is an architecture pattern organizing a single deployable unit into independent modules. Use it over microservices when domain complexity is moderate, team size is limited, and you want to balance deployment simplicity with future architectural evolution.

Yes, software architecture selection applies to teams of varying sizes. The decision criteria encode best practices and pattern comparisons that scale from small team monoliths to large organizational microservices, ensuring actionable steps for architecture governance across any team structure.