Tribal Knowledge Service

# Project Progress: Tribal ## Current Status Overview As of March 22, 2025, the Tribal project is in active development with version 0.1.0. The core functionality is implemented and stable, while additional features and improvements are being added systematically. The current focus is on implementing a comprehensive versioning strategy to support sustainable long-term development. ## What Works ### Core Functionality - ✅ Error record creation and storage via API - ✅ Error record retrieval by UUID - ✅ Vector-based similarity search - ✅ JWT authentication and authorization - ✅ ChromaDB integration for vector storage - ✅ Complete error context capture (language, code, solution, etc.) ### MCP Integration - ✅ MCP server implementation - ✅ MCP tools for error tracking and retrieval - ✅ Direct integration with Claude and other MCP clients - ✅ Error semantic similarity search via MCP ### Infrastructure - ✅ FastAPI REST endpoints - ✅ API documentation (OpenAPI/Swagger) - ✅ CLI interface with core commands - ✅ Docker deployment - ✅ GitHub Actions CI/CD - ✅ Version management and automated bumping ### Documentation - ✅ Installation and setup guides - ✅ API documentation - ✅ MCP integration documentation - ✅ Versioning strategy documentation ## What's Left to Build ### In Progress - 🔄 Schema migration framework (80% complete) - 🔄 Branch creation and PR preparation helpers (design phase) - 🔄 Comprehensive test suite for migrations (planning) ### Planned (Short-term) - 📋 Version consistency checks in CI - 📋 Branch protection rules implementation - 📋 Critical test suite for hotfix workflows - 📋 CHANGELOG automation from PR descriptions ### Planned (Medium-term) - 📋 Performance optimizations for large datasets - 📋 Enhanced AWS integration for cloud deployment - 📋 Expanded CLI commands for workflow management - 📋 Improved admin interfaces ### Planned (Long-term) - 📋 Custom embedding model integration - 📋 Real-time collaboration features - 📋 Distributed deployment support - 📋 Analytics and usage reporting ## Known Issues ### Technical Limitations - 🐞 Single-node deployment only (no clustering) - 🐞 Limited customization of vector embedding strategies - 🐞 Basic authentication without OAuth flows ### Performance Concerns - 🐞 Large dataset performance not yet optimized - 🐞 Search performance degradation with very large collections ### Schema Limitations - 🐞 Limited support for complex nested error contexts - 🐞 Schema migration path not fully automated ## Recent Milestones ### Completed - ✅ **2025-03-20**: Initial versioning strategy implementation - ✅ **2025-03-15**: ChromaDB schema versioning integration - ✅ **2025-03-10**: GitHub Actions workflows for releases and hotfixes - ✅ **2025-03-05**: Enhanced CLI command functionality ### Upcoming - 🔜 **2025-03-25**: Complete PR review for versioning strategy - 🔜 **2025-03-30**: Release version 0.1.0 with versioning support - 🔜 **2025-04-05**: Implement branch creation helpers - 🔜 **2025-04-10**: Add version consistency checks to CI ## Development Metrics ### Code Health - **Test Coverage**: 75% (unit tests), 60% (integration tests) - **Code Quality**: 92% (Ruff score) - **Documentation**: 85% (of public API documented) ### Performance Benchmarks - **API Response Time**: 120ms (average) - **Search Latency**: 180ms (average for similarity search) - **Database Size**: ~500KB per 1000 error records ### Development Velocity - **Commits per Week**: ~25 - **PRs Merged per Week**: ~3 - **Open Issues**: 12 - **Closed Issues (Last Month)**: 34 ## Deployment Status ### Development Environment - Running version 0.1.0-dev - Deployed on development servers - Active development and testing ### Staging Environment - Not yet deployed (planned for post-versioning implementation) ### Production Environment - Not yet deployed (planned after v0.1.0 release)