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Feature - Core Architecture
Feature - Core Architecture
Foundational services powering ingestion, modeling and delivery.
Core Architecture
Resilient modular backbone enabling scale, extensibility and governance.
Layers
| Layer | Responsibility |
|---|---|
| Edge Ingestion | Upload, external feed adapters |
| Media Pipeline | Transcode, frame sampling |
| Event Modeling | ML detectors & feature extraction |
| Context Enrichment | Spatial, tactical, pressure, phase tagging |
| Feature Store | Durable metric primitives |
| Analytics API | Aggregation & query serving |
| Delivery Layer | UI components & export services |
Principles
- Event-sourced domain boundaries
- Idempotent deterministic processing
- Observability-first (tracing + metrics + logs)
- Privacy partition & role-based scoping
Reliability
- Queue backpressure controls
- Retry with exponential backoff
- Dead-letter inspection loop
Extensibility
- Plug-in model adapters
- Custom tagging schema injection
- Downstream webhook triggers
Engineered to evolve with football tactical innovation.