Major BACKBEAT integration implementation:
- Created sophisticated BACKBEAT integration module for decision operations
- Added beat-aware decision bundle generation with complexity-based estimation
- Implemented phase-based tracking (traversing → scoring → summarizing)
- Enhanced API with BACKBEAT metrics and monitoring endpoints
- Added graceful fallback when BACKBEAT infrastructure unavailable
- Switched from RocksDB to SQLite for better compatibility
Key features:
- Beat synchronization with 2 BPM global tempo grid
- Decision operation complexity estimation and beat budgeting
- Real-time operation status tracking with NATS messaging
- Enhanced decision bundle responses with intelligent analysis
- BACKBEAT metrics API for operational monitoring
- Comprehensive error handling and timeout management
API endpoints:
- POST /decision/bundle - Generate decision bundles with BACKBEAT timing
- GET /backbeat/metrics - View real-time BACKBEAT metrics
- GET /backbeat/operations - Monitor active decision operations
Technical implementation:
- Go backend with NATS messaging for distributed coordination
- SQLite storage with decision metadata and provenance tracking
- Beat-aware timing for all decision bundle operations
- Resource cleanup and graceful connection management
- Production-ready with environment-based configuration
This completes BUBBLE's integration into the CHORUS 2.0.0 BACKBEAT ecosystem.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Added core BUBBLE architecture with decision envelopes and policy store
- Implemented bundle API with FastAPI skeleton and OpenAPI specification
- Added Go-based storage implementation with SQLite and RocksDB support
- Created integrations for peer sync, vector search, and N8N workflows
- Added comprehensive testing framework and documentation
- Implemented provenance walking and decision checking algorithms
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
