gutters-system-integration

To integrate a new feature with core systems like EventBus and StateTracker, apply a pre-implementation checklist that enforces wiring across Genesis, memory, logging, and observability to reduce integration debt.

Wiring observability and module registration requires using an integration matrix that guides how features connect to ModuleRegistry, Active Memory, and Observability, ensuring all dependencies are established before implementation.

Feature integration fails without a pre-implementation checklist because multi-system dependencies across Genesis, StateTracker, EventBus, and Observability are easily missed, leading to integration debt and post-launch surprises.

You need to apply an integration matrix for state tracking and event bus systems during any feature development phase from planning through deployment to properly wire memory, logging, and UI interactions.

Yes, you can use auto-registration hooks alongside template code snippets to wire memory, logging, and synthesis orchestration, ensuring new modules are properly connected to Active Memory and ActivityLogger.