Implementation Plan - Complete V2 Rewrite (TDD Approach)

TDD METHODOLOGY: All implementation tasks follow Red-Green-Refactor. Write failing tests first (Red), implement minimal code to pass (Green), then refactor for quality (Refactor).

Another note: We use poetry for venv-based development.

Phase 0: Project Setup

• [x] 0. Initialize nes package structure

• [x] 0.1 Create nes package foundation

  • Create nes/ directory with __init__.py
  • Create subdirectories: core/, database/, services/, api/, cli/, scraping/
  • Set up pyproject.toml for nes package (separate from nes v1)
  • Configure package metadata, dependencies, and entry points
  • Requirements: Package structure

• [x] 0.2 Set up testing infrastructure

  • Create tests/ directory for nes tests
  • Set up pytest configuration for nes
  • Create test fixtures with authentic Nepali data
  • Set up test utilities and helpers
  • Requirements: Testing infrastructure, TDD foundation

• [x] 0.3 Set up core models package

  • Write tests for Entity, Relationship, Version, and base models FIRST
  • Create nes/core/models/ with __init__.py
  • Create model files: entity.py, relationship.py, version.py, base.py
  • Copy and refactor models from v1 with breaking changes as needed
  • Update imports and package references to nes
  • Ensure all model tests pass
  • Requirements: 1.1, 1.4, 7.1, 7.2, 8.1, 8.3

• [x] 0.4 Set up core utilities

  • Write tests for ID generation and validation FIRST
  • Create nes/core/identifiers/ for ID generation and validation
  • Create nes/core/constraints.py for validation rules
  • Create nes/core/utils/ for shared utilities
  • Copy and refactor utilities from v1 with improvements
  • Ensure all utility tests pass
  • Requirements: Core infrastructure

• [x] 0.5 Configure database path

  • Update all database initialization to use nes-db/v2 path
  • Ensure complete separation from v1's entity-db
  • Add configuration for database path override
  • Requirements: Database isolation

Phase 1: Cultural and Multilingual Foundation

• [x] 1. Enhance Nepali context throughout the system

• [x] 1.1 Create authentic Nepali test data

  • Create test fixtures with real Nepali politician names
  • Add authentic Nepali political party data
  • Include proper Nepali administrative divisions (provinces, districts, municipalities)
  • Add Nepali government body examples
  • Use real Nepali locations and constituencies
  • Requirements: 7.1, 7.2, 7.3, 7.4, 7.5

• [x] 1.2 Implement Devanagari script handling

  • Write tests for Devanagari validation FIRST
  • Implement proper Devanagari script validation
  • Add romanization support for Nepali names
  • Implement transliteration utilities (Devanagari ↔ Roman)
  • Add Devanagari-aware string comparison
  • Ensure all Devanagari tests pass
  • Requirements: 7.1

• [x] 1.3 Implement multilingual name handling

  • Write tests for multilingual name operations FIRST
  • Implement cross-language name matching
  • Add phonetic search for Nepali names
  • Implement fuzzy matching for transliterations
  • Add name normalization for Nepali and English variants
  • Ensure all multilingual tests pass
  • Requirements: 7.1

• [x] 1.4 Add cultural context to entity types

  • Update entity subtypes with Nepali-specific classifications
  • Add proper Nepali political structure support
  • Implement Nepali administrative hierarchy
  • Add Nepali government body types
  • Document cultural context in code comments
  • Requirements: 7.2, 7.3, 7.4

Phase 2: Database Layer Implementation (TDD)

• [-] 2. Build FileDatabase v2 with enhanced capabilities

• [x] 2.1 Write database foundation tests FIRST

  • Write tests for EntityDatabase abstract interface
  • Write tests for FileDatabase CRUD operations
  • Write tests for entity storage and retrieval
  • Write tests for relationship storage and retrieval
  • Write tests for version storage and retrieval
  • Write tests for author storage and retrieval
  • Requirements: Database abstraction, TDD

• [x] 2.2 Implement database foundation (Green)

  • Create nes/database/ directory with __init__.py
  • Create nes/database/entity_database.py with abstract EntityDatabase class
  • Create nes/database/file_database.py with FileDatabase implementation
  • Implement minimal CRUD operations to pass tests
  • Use nes-db/v2 as default database path
  • Ensure all foundation tests pass
  • Requirements: Database abstraction

• [x] 2.3 Write search capability tests FIRST

  • Write tests for text-based entity search
  • Write tests for case-insensitive matching
  • Write tests for multilingual search (Nepali and English)
  • Write tests for type and subtype filtering
  • Write tests for attribute-based filtering
  • Write tests for search result ranking
  • Requirements: 1.2, 3.2, TDD

• [x] 2.4 Implement search capabilities (Green)

  • Implement search_entities() method with text matching
  • Add case-insensitive search across name fields
  • Implement multilingual search support
  • Add search result ranking by relevance
  • Ensure all search tests pass
  • Requirements: 1.2, 3.2

• [x] 2.5 Write relationship querying tests FIRST

  • Write tests for listing relationships by entity
  • Write tests for listing relationships by type
  • Write tests for temporal filtering
  • Write tests for bidirectional queries
  • Requirements: 4.3, TDD

• [x] 2.6 Implement relationship querying (Green)

  • Add list_relationships_by_entity() method
  • Implement list_relationships_by_type() method
  • Add temporal filtering for relationships
  • Implement bidirectional relationship queries
  • Ensure all relationship query tests pass
  • Requirements: 4.3

• [x] 2.7 Write version listing tests FIRST

  • Write tests for listing versions by entity
  • Write tests for listing versions by relationship
  • Write tests for version filtering
  • Write tests for efficient version retrieval
  • Requirements: 2.3, TDD

• [x] 2.8 Implement enhanced version listing (Green)

  • Update list_versions() to require entity_id or relationship_id
  • Add filtering by entity/relationship
  • Implement efficient version retrieval
  • Ensure all version listing tests pass
  • Requirements: 2.3

• [x] 2.9 Write caching tests FIRST

  • Write tests for cache hit/miss behavior
  • Write tests for cache TTL expiration
  • Write tests for cache invalidation on updates
  • Write tests for cache warming
  • Requirements: TDD

• [x] 2.10 Implement caching layer (Green)

  • Implement in-memory cache with TTL
  • Add cache warming for frequently accessed entities
  • Implement cache invalidation on updates
  • Add cache hit/miss metrics
  • Ensure all caching tests pass
  • Requirements: Performance

• [x] 2.11 Write file I/O optimization tests FIRST

  • Write tests for batch read operations
  • Write tests for concurrent read support
  • Write tests for directory traversal optimization
  • Write tests for index file usage
  • Requirements: TDD

• [x] 2.12 Implement file I/O optimizations (Green)

  • Implement batch read operations
  • Add concurrent read support
  • Optimize directory traversal for listing
  • Add index files for common queries
  • Ensure all I/O optimization tests pass
  • Requirements: Performance

• [x] 2.13 Refactor database layer

  • Refactor for code quality and maintainability
  • Optimize performance bottlenecks
  • Improve error handling
  • Add comprehensive documentation
  • Ensure all tests still pass after refactoring
  • Requirements: Code quality

Phase 3: Service Layer Architecture (TDD)

• [x] 3. Implement Publication Service

• [x] 3.1 Write Publication Service tests FIRST

  • Write tests for entity creation with automatic versioning
  • Write tests for entity updates with version creation
  • Write tests for entity retrieval
  • Write tests for entity deletion (hard delete)
  • Write tests for relationship creation with versioning
  • Write tests for relationship updates
  • Write tests for relationship deletion
  • Write tests for bidirectional consistency
  • Write tests for coordinated operations
  • Write tests for rollback scenarios
  • Write tests for business rule enforcement
  • Requirements: 9.1, 9.2, 2.4, TDD

• [x] 3.2 Implement Publication Service foundation (Green)

  • Create nes/services/publication/ directory with __init__.py
  • Create nes/services/publication/service.py with PublicationService class
  • Initialize with database instance
  • Set up service coordination logic
  • Ensure foundation tests pass
  • Requirements: 9.1, 9.2, 2.4

• [x] 3.3 Implement entity business logic (Green)

  • Add entity validation and constraint enforcement
  • Implement name and identifier management logic
  • Add entity-specific business rules
  • Implement entity CRUD operations with automatic versioning
  • Ensure all entity tests pass
  • Requirements: 9.1, 9.2, 8.1, 2.1

• [x] 3.4 Implement relationship business logic (Green)

  • Add relationship validation and constraint enforcement
  • Implement relationship type validation
  • Add temporal relationship handling (start/end dates)
  • Implement bidirectional consistency checking
  • Add entity existence validation for relationships
  • Ensure all relationship tests pass
  • Requirements: 9.2, 4.1, 4.2, 4.5

• [x] 3.5 Implement version and author management (Green)

  • Add snapshot creation and storage logic
  • Implement change description management
  • Add attribution tracking
  • Implement version retrieval by entity/relationship
  • Add author tracking and validation
  • Ensure all version/author tests pass
  • Requirements: 2.1, 2.2, 2.3, 9.1

• [x] 3.6 Implement coordinated operations (Green)

  • Implement update_entity_with_relationships() for atomic updates
  • Add batch operation support for multiple entities
  • Implement rollback mechanisms for failed operations
  • Add cross-entity validation
  • Ensure all coordinated operation tests pass
  • Requirements: 2.4, 4.5, 9.1, 9.2

• [x] 3.7 Refactor Publication Service

  • Refactor for code quality and maintainability
  • Extract common patterns into helper methods
  • Improve error handling and logging
  • Add comprehensive documentation
  • Ensure all tests still pass after refactoring
  • Requirements: Code quality

• [x] 4. Implement Search Service

• [x] 4.1 Write Search Service tests FIRST

  • Write tests for entity text search
  • Write tests for multilingual search (Nepali and English)
  • Write tests for type and subtype filtering
  • Write tests for attribute-based filtering
  • Write tests for pagination
  • Write tests for relationship search
  • Write tests for temporal filtering
  • Write tests for version retrieval
  • Requirements: 9.3, 3.1, 3.2, TDD

• [x] 4.2 Implement Search Service foundation (Green)

  • Create nes/services/search/ directory with __init__.py
  • Create nes/services/search/service.py with SearchService class
  • Initialize with database instance
  • Implement basic query interface
  • Ensure foundation tests pass
  • Requirements: 9.3, 3.1, 3.2

• [x] 4.3 Implement entity search capabilities (Green)

  • Add search_entities() method with text query support
  • Implement case-insensitive substring matching
  • Add support for Nepali (Devanagari) and English text search
  • Implement type and subtype filtering
  • Add attribute-based filtering with AND logic
  • Implement pagination (limit/offset)
  • Ensure all entity search tests pass
  • Requirements: 1.2, 3.1, 3.2, 3.3, 3.4, 7.1

• [x] 4.4 Implement relationship and version search (Green)

  • Add search_relationships() method
  • Implement filtering by relationship type
  • Add source/target entity filtering
  • Implement temporal filtering (date ranges)
  • Add get_entity_versions() method for listing versions
  • Add get_relationship_versions() method
  • Ensure all relationship/version search tests pass
  • Requirements: 4.3, 2.3

• [x] 4.5 Refactor Search Service

  • Refactor for code quality and maintainability
  • Optimize search performance
  • Improve error handling
  • Add comprehensive documentation
  • Ensure all tests still pass after refactoring
  • Requirements: Code quality

• [-] 5. Implement Scraping Service

• [x] 5.1 Write Scraping Service tests FIRST

  • Write tests for Wikipedia extraction
  • Write tests for data normalization
  • Write tests for translation capabilities
  • Write tests for relationship extraction
  • Write tests for external source search
  • Requirements: 9.5, 5.1, TDD

• [x] 5.2 Implement Scraping Service foundation (Green)

  • Create nes/services/scraping/ directory with __init__.py
  • Create nes/services/scraping/service.py with ScrapingService class
  • Initialize with LLM providers and web scraping tools
  • Implement pluggable extractor architecture
  • Ensure foundation tests pass
  • Requirements: 9.5, 5.1

• [x] 5.3 Implement Web Scraper component (Green)

  • Create nes/services/scraping/web_scraper.py with WebScraper class
  • Add multi-source extraction (Wikipedia, government sites, news)
  • Implement rate limiting and respectful scraping
  • Add error handling and retry logic
  • Implement HTML parsing and content extraction
  • Ensure web scraper tests pass
  • Requirements: 5.1

• [x] 5.4 Implement Translation component (Green)

  • Create nes/services/scraping/translation.py with translation utilities
  • Add Nepali to English translation
  • Add English to Nepali translation
  • Implement transliteration handling
  • Add language detection
  • Ensure translation tests pass
  • Requirements: 5.1, 7.1

• [x] 5.5 Implement Data Normalization component (Green)

  • Create nes/services/scraping/normalization.py with normalization utilities
  • Add LLM-powered data structuring
  • Implement extraction of structured data from unstructured text
  • Add relationship discovery from narrative text
  • Implement name disambiguation and standardization
  • Add data quality assessment
  • Ensure normalization tests pass
  • Requirements: 5.2, 5.3

• [x] 5.6 Implement scraping service methods (Green)

  • Implement extract_from_wikipedia() method in ScrapingService
  • Add normalize_person_data() method
  • Implement extract_relationships() method
  • Add translate() method
  • Implement search_external_sources() method
  • Ensure all scraping service tests pass
  • Requirements: 5.1, 5.2

• [x] 5.7 Refactor Scraping Service

  • Refactor for code quality and maintainability
  • Optimize scraping performance
  • Improve error handling and retry logic
  • Add comprehensive documentation
  • Ensure all tests still pass after refactoring
  • Requirements: Code quality

Phase 4: API Layer Implementation (TDD)

• [x] 6. Build API v2 with service architecture

• [x] 6.1 Write API tests FIRST

  • Write tests for all entity endpoints
  • Write tests for relationship endpoints
  • Write tests for version endpoints
  • Write tests for schema endpoints
  • Write tests for health check endpoint
  • Write tests for error handling
  • Write tests for CORS functionality
  • Write tests for search functionality
  • Write tests for pagination
  • Requirements: 1.1, 1.5, TDD

• [x] 6.2 Implement API foundation (Green)

  • Create nes/api/ directory with __init__.py
  • Create nes/api/app.py with FastAPI application
  • Create nes/api/routes/ for endpoint route files
  • Create nes/api/responses.py for response models
  • Set up CORS, error handling, and middleware
  • Configure API to use nes services
  • Ensure foundation tests pass
  • Requirements: 1.1, 1.5

• [x] 6.3 Implement service dependencies (Green)

  • Create get_search_service() dependency
  • Create get_publication_service() dependency (for future write endpoints)
  • Create get_database() dependency
  • Set up dependency injection for all services
  • Ensure dependency tests pass
  • Requirements: 1.1, 9.3

• [x] 6.4 Implement entities endpoint (Green)

  • Create /api/entities endpoint using SearchService
  • Implement search query parameter using search_entities()
  • Add filtering by type, subtype, and attributes
  • Implement pagination with limit/offset
  • Add version-specific entity retrieval
  • Ensure all entity endpoint tests pass
  • Requirements: 1.1, 1.2, 3.2

• [x] 6.5 Implement relationship and version endpoints (Green)

  • Create /api/entities/{id}/relationships endpoint
  • Use SearchService for relationship queries
  • Add filtering by relationship type
  • Implement pagination and temporal filtering
  • Create /api/versions/{id} endpoint for listing versions
  • Ensure all relationship/version endpoint tests pass
  • Requirements: 4.3, 2.3

• [x] 6.6 Implement schema and health endpoints (Green)

  • Create /api/schemas endpoint for entity type discovery
  • Return available entity types and subtypes
  • Implement /api/health endpoint
  • Check database connectivity and service status
  • Ensure all schema/health endpoint tests pass
  • Requirements: 1.1, 1.9

• [x] 6.7 Implement error handling (Green)

  • Create standardized error response models
  • Implement field-level error details
  • Add proper HTTP status code mapping
  • Improve validation error messages
  • Add error logging
  • Ensure all error handling tests pass
  • Requirements: 8.1, 8.2, 8.5

• [x] 6.8 Refactor API layer

  • Refactor for code quality and maintainability
  • Optimize endpoint performance
  • Improve error messages
  • Add comprehensive documentation
  • Ensure all tests still pass after refactoring
  • Requirements: Code quality

• [x] 7. Implement documentation hosting

• [x] 7.1 Write documentation tests FIRST

  • Write tests for documentation rendering
  • Write tests for page navigation
  • Write tests for 404 handling
  • Write tests for markdown parsing
  • Requirements: 1.7, TDD

• [x] 7.2 Create documentation structure (Green)

  • Create docs/ directory
  • Write docs/index.md as landing page
  • Create docs/getting-started.md
  • Write docs/architecture.md
  • Create docs/api-reference.md
  • Write docs/data-models.md
  • Create docs/examples.md
  • Requirements: 1.7, 1.8

• [x] 7.3 Implement documentation rendering (Green)

  • Add markdown rendering dependency
  • Create HTML template for documentation
  • Implement root endpoint / to serve documentation
  • Add documentation page routing /{page}
  • Implement 404 handling for missing pages
  • Ensure all documentation tests pass
  • Requirements: 1.7, 1.9

• [x] 7.4 Update API configuration (Green)

  • Keep API endpoints under /api prefix
  • Keep OpenAPI docs at /docs
  • Ensure documentation is served at root
  • Update CORS configuration if needed
  • Requirements: 1.7, 1.8

Phase 5: CLI and Tooling (TDD)

• [x] 8. Implement comprehensive CLI

• [x] 8.1 Write CLI tests FIRST

  • Write tests for all command groups
  • Write tests for command arguments and options
  • Write tests for output formatting
  • Write tests for error handling
  • Requirements: 6.1, 15.1, TDD

• [x] 8.2 Implement CLI foundation (Green)

  • Create nes/cli.py with Click framework
  • Set up command groups structure
  • Configure entry points in pyproject.toml for nes command
  • Ensure foundation tests pass
  • Requirements: 6.1, 15.1

• [x] 8.3 Implement server commands (Green)

  • Add nes server start command for production
  • Add nes server dev command for development
  • Implement proper help text and documentation
  • Ensure server command tests pass
  • Requirements: 6.1, 15.1

• [x] 8.4 Implement search commands (Green)

  • Add nes search <query> command
  • Implement nes search entities with filters
  • Add nes search relationships command
  • Implement nes show <entity-id> for entity details
  • Add nes versions <entity-id> for version history
  • Ensure search command tests pass
  • Requirements: 3.1, 3.2, 15.1

• [ ] 8.5 Implement scraping commands (Green)

  • Add nes scrape wikipedia <page> command
  • Implement nes scrape search <query> for external search
  • Add nes scrape info <query> for entity information
  • Implement preview and confirmation for imports
  • Ensure scraping command tests pass
  • Requirements: 5.1, 15.1

• [ ] 8.6 Implement data management commands (Green)

  • Add nes data import <file> command
  • Implement nes data export <query> command
  • Add nes data validate for data quality checks
  • Implement nes data stats for database statistics
  • Ensure data management command tests pass
  • Requirements: 15.1

• [ ] 8.7 Implement analytics commands (Green)

  • Add nes analytics report command
  • Implement HTML/Markdown report generation
  • Add JSON metadata export
  • Implement data completeness analysis
  • Add entity relationship graph generation
  • Ensure analytics command tests pass
  • Requirements: 15.2

• [ ] 8.8 Refactor CLI

  • Refactor for code quality and maintainability
  • Improve command help text
  • Optimize command performance
  • Add comprehensive documentation
  • Ensure all tests still pass after refactoring
  • Requirements: Code quality

Phase 6: Data Maintainer Interface

• [x] 9. Create Data Maintainer Interface examples

• [x] 9.1 Create example scripts

  • Write examples/update_entity.py demonstrating entity updates
  • Create examples/create_relationship.py for relationship creation
  • Write examples/batch_import.py for bulk operations
  • Create examples/version_history.py for version exploration
  • Update all examples to use nes package
  • Use authentic Nepali data in all examples
  • Requirements: 2.4, 9.3

• [x] 9.2 Create Jupyter notebook examples

  • Create notebooks/01_entity_management.ipynb
  • Write notebooks/02_relationship_management.ipynb
  • Create notebooks/03_data_import_workflow.ipynb
  • Write notebooks/04_data_quality_analysis.ipynb
  • Update all notebooks to use nes package
  • Use authentic Nepali data in all notebooks
  • Requirements: 9.3

• [x] 9.3 Write Data Maintainer documentation

  • Create docs/data-maintainer-guide.md
  • Document Publication Service API
  • Add code examples for common operations
  • Document best practices for data maintenance
  • Add troubleshooting guide
  • Include Nepali-specific guidance
  • Requirements: 9.3

Phase 7: Advanced Features

• [x] 10. Enhance relationship system

• [x] 10.1 Write relationship integrity tests FIRST

  • Write tests for entity existence validation
  • Write tests for circular relationship detection
  • Write tests for constraint validation
  • Write tests for integrity check CLI command
  • Requirements: 4.5, TDD

• [x] 10.2 Implement relationship integrity checks (Green)

  • Implement entity existence validation
  • Add circular relationship detection
  • Create constraint validation system
  • Add integrity check CLI command
  • Ensure all integrity tests pass
  • Requirements: 4.5

• [x] 10.3 Write relationship graph tests FIRST

  • Write tests for bidirectional traversal
  • Write tests for depth-limited exploration
  • Write tests for relationship path finding
  • Write tests for graph visualization
  • Requirements: 4.3, TDD

• [x] 10.4 Implement relationship graph traversal (Green)

  • Add bidirectional traversal methods
  • Implement depth-limited exploration
  • Add relationship path finding
  • Create relationship graph visualization
  • Ensure all graph traversal tests pass
  • Requirements: 4.3

• [x] 10.5 Refactor relationship enhancements

  • Refactor for code quality and maintainability
  • Optimize graph traversal performance
  • Improve error handling
  • Add comprehensive documentation
  • Ensure all tests still pass after refactoring
  • Requirements: Code quality

• [x] 11. Implement performance optimizations

• [x] 11.1 Write indexing tests FIRST

  • Write tests for entity type indexes
  • Write tests for name-based search indexes
  • Write tests for attribute indexes
  • Write tests for index rebuild command
  • Requirements: TDD

• [x] 11.2 Implement pre-computed indexes (Green)

  • Create index files for entity types
  • Add name-based search indexes
  • Implement attribute indexes
  • Add index rebuild command
  • Ensure all indexing tests pass
  • Requirements: Performance

• [x] 11.3 Write cache warming tests FIRST

  • Write tests for cache warming on startup
  • Write tests for popular entity detection
  • Write tests for cache preloading
  • Requirements: TDD

• [x] 11.4 Implement cache warming (Green)

  • Add cache warming on startup
  • Implement popular entity detection
  • Add cache preloading for common queries
  • Ensure all cache warming tests pass
  • Requirements: Performance

• [x] 11.5 Write performance benchmark tests

  • Benchmark entity retrieval latency
  • Benchmark search performance
  • Benchmark cache effectiveness
  • Create performance regression tests
  • Requirements: Performance validation

• [x] 11.6 Refactor performance optimizations

  • Refactor for code quality and maintainability
  • Optimize critical paths
  • Improve monitoring and metrics
  • Add comprehensive documentation
  • Ensure all tests still pass after refactoring
  • Requirements: Code quality

Phase 8: Testing and Quality Assurance

• [ ] 12. Comprehensive end-to-end testing

• [ ] 12.1 Write end-to-end workflow tests

  • Write tests for complete entity lifecycle (create → update → version → retrieve)
  • Write tests for data import workflows (scrape → normalize → create entity)
  • Write tests for relationship management (create → update → query → integrity check)
  • Write tests for version tracking (create version → retrieve history → compare snapshots)
  • Write tests for migration workflows (discover → validate → execute → commit)
  • Use authentic Nepali data in all tests
  • Requirements: Testing coverage, 2.1, 2.4, 4.5, 11.2, 16.1

• [ ] 12.2 Write data quality tests

  • Write tests for data validation (Pydantic schema validation)
  • Write tests for constraint enforcement (required fields, format validation)
  • Write tests for integrity checks (orphaned relationships, circular dependencies)
  • Write tests for error handling (invalid input, missing entities, database errors)
  • Requirements: 8.1, 8.2, 8.5

• [ ] 12.3 Run full test suite

  • Run all unit tests with coverage reporting
  • Run all integration tests
  • Run all end-to-end tests
  • Run performance benchmarks
  • Verify 90%+ test coverage for critical paths
  • Requirements: Quality assurance

• [ ] 12.4 Fix any failing tests

  • Debug and fix any test failures
  • Improve test reliability and reduce flakiness
  • Add missing test coverage for edge cases
  • Document known issues and limitations
  • Requirements: Quality assurance

Phase 9: Documentation and Polish

• [ ] 13. Final documentation updates

• [ ] 13.1 Update API documentation

  • Review and update all API endpoint documentation
  • Add comprehensive examples for each endpoint
  • Document error responses and status codes
  • Add authentication/authorization notes for future implementation
  • Requirements: 1.7, 1.8, Documentation

• [ ] 13.2 Update contributor documentation

  • Review and update contributor guide
  • Add troubleshooting section
  • Document development setup process
  • Add code style and testing guidelines
  • Requirements: Documentation

• [ ] 13.3 Create deployment guide

  • Document production deployment process
  • Add Docker deployment instructions
  • Document environment configuration
  • Add monitoring and logging setup
  • Requirements: Documentation

• [ ] 13.4 Create user guides

  • Write getting started guide for API consumers
  • Create data maintainer guide with examples
  • Document migration system for contributors
  • Add troubleshooting and FAQ section
  • Requirements: Documentation

Summary of Remaining Work

High Priority (Core Functionality)

1. CLI Scraping Commands (8.5) - Enable users to scrape data from external sources via CLI
2. CLI Data Management Commands (8.6) - Provide data import/export and validation tools
3. End-to-End Testing (12.1-12.4) - Ensure system reliability with comprehensive workflow tests

Medium Priority (Enhanced Features)

4. CLI Analytics Commands (8.7) - Generate reports and visualizations for data analysis
5. Documentation Updates (13.1-13.4) - Improve user guides and deployment documentation

Implementation Notes

• The core system (Phases 0-7) is complete and functional
• Migration system (Phase 10) is fully implemented and operational
• Performance optimizations including caching and indexing are in place
• API, services, and database layers are production-ready
• Focus remaining work on CLI tooling and comprehensive testing

Testing Strategy

• Write tests first (TDD approach) for all new features
• Use authentic Nepali data in all tests
• Aim for 90%+ coverage on critical paths
• Include integration and end-to-end tests for workflows