architecture-layers

To decide module placement, you define architectural layers and boundaries that enforce clear ownership and decoupled components. This skill clarifies responsibilities across entrypoints, backend, frontend, AI, ingest, and data to guide optimal service placement.

The best way to establish clear boundaries is by defining specific layers for entrypoints, backend, frontend, AI, ingest, and data. This enforces clear ownership and decoupled components, guiding directory or service placement decisions for new modules.

Yes, you can use this layer and boundary definition approach for architecture reviews and onboarding. It clarifies responsibilities across distinct layers, helping new team members quickly understand where new modules, services, and features belong.

You determine feature placement by reviewing the module against predefined layers and boundaries. This skill guides optimal placement decisions, helping you choose whether a new module belongs in app/main.py, backend, frontend, or the ai/ directory.

You need to define separate layers for entrypoints, ingest, and data to enforce clear ownership and keep components decoupled. This structural clarity prevents overlapping responsibilities and guides accurate directory or service placement across your architecture.