feature-plan

Feature planning supports assigning specialist agents to components by mapping each architectural element, such as jobs, policies, forms, and views, to a designated agent with specific guardrails to ensure testability and traceability.

To create a TDD implementation plan from a feature spec, you analyze the specification to identify required models, migrations, services, and controllers, then sequence the work into incremental PR steps with dependency ordering and testing strategies.

Breaking down a Rails feature into incremental PRs involves sequencing work across architectural layers like data models, business logic, authorization, endpoints, and UI, ensuring each PR represents a testable and traceable increment.

Feature-spec driven planning in TDD is a process of translating feature requirements into structured execution plans that assign specialist agents to specific components and provide guardrails for testability before code generation begins.

You cannot generate application code while planning a TDD workflow with this approach, as it focuses strictly on producing an execution plan, dependency sequencing, and testing strategy rather than writing the actual implementation.

Feature planning supports assigning specialist agents to components by mapping each architectural element, such as jobs, policies, forms, and views, to a designated agent with specific guardrails to ensure testability and traceability.