# Rhizome-Node Repository Analysis ## Core Architecture ### 1. Delta System - **Delta Types**: Implements V1 (array-based) and V2 (object-based) delta formats - **Delta Lifecycle**: - Creation via `DeltaBuilder` - Propagation through `DeltaStream` - Storage in `Lossless` view - Transformation in `Lossy` views ### 2. Network Layer - **Communication**: - Pub/Sub system for delta propagation - Request/Reply pattern for direct communication - Peer management - **Delta Propagation**: - Deduplication using content hashing - Policy-based acceptance/rejection - Queuing for deferred processing ### 3. Storage - **In-Memory Storage**: - `Lossless` view maintains complete delta history - `Lossy` views provide optimized access patterns - **Persistence**: - LevelDB integration - Delta compaction strategies ### 4. Schema System - **Type Definitions**: - Support for primitives, references, and arrays - Validation rules - **Schema Registry**: - Central schema management - Versioning support ## Key Components 1. **Core**: - `delta.ts`: Core delta implementation - `delta-builder.ts`: Fluent API for delta creation - `entity.ts`: Base entity definitions 2. **Network**: - `delta-stream.ts`: Delta propagation and management - `pub-sub.ts`: Publish/subscribe functionality - `request-reply.ts`: Direct node communication 3. **Views**: - `lossless.ts`: Complete delta history - `lossy.ts`: Derived, optimized views 4. **Schema**: - `schema.ts`: Type definitions - `schema-registry.ts`: Schema management ## Strengths 1. **Flexible Data Model**: Hypergraph structure supports complex relationships 2. **Extensible**: Plugin architecture for storage and networking 3. **Type Safety**: Comprehensive TypeScript types 4. **Incremental Processing**: Efficient updates with `Lossy` views ## Areas for Improvement 1. **Documentation**: - Limited inline documentation - Need for architectural overview - Example implementations 2. **Testing**: - Incomplete test coverage - Need for integration tests - Performance benchmarking 3. **Scalability**: - In-memory storage limits - Delta compaction strategy - Sharding support 4. **Security**: - Authentication/authorization - Delta signing/verification - Encryption ## Recommended Next Steps 1. **Documentation**: - Create architecture diagrams - Add usage examples - Document extension points 2. **Testing**: - Increase test coverage - Add performance benchmarks - Test at scale 3. **Features**: - Implement delta compression - Add conflict resolution strategies - Support for offline operation 4. **Tooling**: - CLI for administration - Monitoring/metrics - Debugging tools