336 lines
12 KiB
Markdown
336 lines
12 KiB
Markdown
# News Domain Completion - Progress Status
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## Overview
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**Feature**: News Domain Final 5% Completion
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**Status**: Ready for Implementation
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**Total Estimated Time**: 12-16 hours with AI assistance
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**Target Timeline**: 3-4 days
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**Current Progress**: 95% complete (infrastructure ready)
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---
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## Progress Summary
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### Overall Completion: 0% (95% + 0% of final 5%)
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| Phase | Status | Progress | Duration | Completion |
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|-------|--------|----------|----------|------------|
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| Phase 1: Foundation | ⏳ Not Started | 0/3 tasks | 0h/4-7h | ⬜⬜⬜⬜⬜⬜⬜ |
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| Phase 2: Data Access | ⏳ Not Started | 0/1 tasks | 0h/2-3h | ⬜⬜⬜ |
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| Phase 3: LLM Integration | ⏳ Not Started | 0/3 tasks | 0h/5-8h | ⬜⬜⬜⬜⬜⬜⬜⬜ |
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| Phase 4: Scheduling | ⏳ Not Started | 0/2 tasks | 0h/4-6h | ⬜⬜⬜⬜⬜⬜ |
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| Phase 5: Validation | ⏳ Not Started | 0/2 tasks | 0h/3-5h | ⬜⬜⬜⬜⬜ |
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**Legend**: ✅ Complete | 🟡 In Progress | ⏳ Not Started | ❌ Blocked
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---
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## Task Status Tracking
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### Phase 1: Foundation (0% Complete)
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#### ⏳ T001: Database Migration - NewsJobConfig Table
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- **Status**: Not Started
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- **Priority**: Critical
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- **Estimated**: 1-2 hours
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- **Dependencies**: None
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- **Progress**: 0%
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- **Acceptance Criteria**: 0/4 completed
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- [ ] `news_job_configs` table created with UUID primary key
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- [ ] JSONB fields for symbols and categories with validation
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- [ ] Proper indexes for enabled/frequency queries
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- [ ] Migration script tests with rollback capability
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- **Blocking Issues**: None
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- **Next Actions**: Create Alembic migration script
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#### ⏳ T002: Enhance NewsArticle Entity - Sentiment and Embeddings
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- **Status**: Not Started
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- **Priority**: Critical
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- **Estimated**: 2-3 hours
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- **Dependencies**: T001
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- **Progress**: 0%
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- **Acceptance Criteria**: 0/5 completed
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- [ ] Add sentiment_score, sentiment_confidence, sentiment_label fields
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- [ ] Add title_embedding and content_embedding vector fields
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- [ ] Enhanced validate() method with sentiment range checks
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- [ ] Updated transformations for vector handling
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- [ ] Embedding dimension validation (1536)
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- **Blocking Issues**: None
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- **Next Actions**: Extend NewsArticle dataclass
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#### ⏳ T003: Create NewsJobConfig Entity
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- **Status**: Not Started
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- **Priority**: Critical
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- **Estimated**: 1-2 hours
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- **Dependencies**: T001
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- **Progress**: 0%
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- **Acceptance Criteria**: 0/5 completed
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- [ ] NewsJobConfig dataclass with all required fields
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- [ ] Business rule validation for job configuration
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- [ ] Cron expression validation for frequency
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- [ ] Symbol list validation
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- [ ] JSON serialization for database storage
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- **Blocking Issues**: None
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- **Next Actions**: Create new entity file
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### Phase 2: Data Access (0% Complete)
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#### ⏳ T004: Enhance NewsRepository - Vector and Job Operations
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- **Status**: Not Started
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- **Priority**: Critical
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- **Estimated**: 2-3 hours
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- **Dependencies**: T002, T003
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- **Progress**: 0%
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- **Acceptance Criteria**: 0/5 completed
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- [ ] Vector similarity search with cosine distance
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- [ ] Batch embedding update operations
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- [ ] NewsJobConfig CRUD methods
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- [ ] Optimized query performance for vector operations
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- [ ] Proper async connection handling
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- **Blocking Issues**: Waiting for T002, T003
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- **Next Actions**: Extend NewsRepository class
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### Phase 3: LLM Integration (0% Complete)
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#### ⏳ T005: OpenRouter Client - Sentiment Analysis
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- **Status**: Not Started
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- **Priority**: Critical
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- **Estimated**: 2-3 hours
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- **Dependencies**: T002
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- **Progress**: 0%
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- **Acceptance Criteria**: 0/5 completed
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- [ ] OpenRouter API integration for sentiment analysis
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- [ ] Structured prompts for financial news sentiment
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- [ ] Response parsing with Pydantic models
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- [ ] Error handling with graceful fallbacks
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- [ ] Retry logic with exponential backoff
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- **Blocking Issues**: Waiting for T002
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- **Next Actions**: Create OpenRouter sentiment client
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#### ⏳ T006: OpenRouter Client - Vector Embeddings
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- **Status**: Not Started
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- **Priority**: Critical
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- **Estimated**: 1-2 hours
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- **Dependencies**: T002
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- **Progress**: 0%
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- **Acceptance Criteria**: 0/5 completed
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- [ ] OpenRouter embeddings API integration
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- [ ] Text preprocessing for embedding generation
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- [ ] Batch processing for multiple articles
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- [ ] 1536-dimensional vector validation
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- [ ] Proper error handling and retries
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- **Blocking Issues**: Waiting for T002
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- **Next Actions**: Create OpenRouter embeddings client
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#### ⏳ T007: Enhance NewsService - LLM Integration
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- **Status**: Not Started
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- **Priority**: Critical
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- **Estimated**: 2-3 hours
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- **Dependencies**: T005, T006
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- **Progress**: 0%
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- **Acceptance Criteria**: 0/5 completed
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- [ ] Replace keyword sentiment with LLM analysis
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- [ ] Add embedding generation to article processing
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- [ ] End-to-end article processing pipeline
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- [ ] Proper error handling and fallback strategies
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- [ ] Integration with existing service methods
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- **Blocking Issues**: Waiting for T005, T006
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- **Next Actions**: Integrate LLM clients into NewsService
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### Phase 4: Scheduling (0% Complete)
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#### ⏳ T008: APScheduler Integration - Job Scheduling
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- **Status**: Not Started
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- **Priority**: High
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- **Estimated**: 3-4 hours
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- **Dependencies**: T003, T004, T007
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- **Progress**: 0%
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- **Acceptance Criteria**: 0/5 completed
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- [ ] APScheduler setup with PostgreSQL job store
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- [ ] Scheduled job execution with proper error handling
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- [ ] Job configuration loading and validation
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- [ ] Status monitoring and failure recovery
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- [ ] CLI integration for job management
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- **Blocking Issues**: Waiting for T003, T004, T007
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- **Next Actions**: Implement ScheduledNewsCollector
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#### ⏳ T009: CLI Integration - Job Management Commands
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- **Status**: Not Started
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- **Priority**: Medium
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- **Estimated**: 1-2 hours
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- **Dependencies**: T008
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- **Progress**: 0%
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- **Acceptance Criteria**: 0/5 completed
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- [ ] CLI commands for job creation/management
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- [ ] Manual job execution commands
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- [ ] Job status and monitoring commands
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- [ ] Integration with existing CLI structure
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- [ ] Proper error handling and user feedback
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- **Blocking Issues**: Waiting for T008
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- **Next Actions**: Extend CLI with news job commands
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### Phase 5: Validation (0% Complete)
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#### ⏳ T010: Integration Tests - End-to-End Workflow
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- **Status**: Not Started
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- **Priority**: High
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- **Estimated**: 2-3 hours
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- **Dependencies**: T007, T008
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- **Progress**: 0%
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- **Acceptance Criteria**: 0/5 completed
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- [ ] End-to-end workflow tests from RSS to vector storage
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- [ ] Agent integration tests via AgentToolkit
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- [ ] Performance tests for daily collection volumes
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- [ ] Error recovery and fallback tests
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- [ ] Test coverage maintained above 85%
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- **Blocking Issues**: Waiting for T007, T008
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- **Next Actions**: Create comprehensive integration test suite
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#### ⏳ T011: Documentation and Monitoring
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- **Status**: Not Started
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- **Priority**: Medium
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- **Estimated**: 1-2 hours
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- **Dependencies**: T010
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- **Progress**: 0%
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- **Acceptance Criteria**: 0/5 completed
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- [ ] Updated API documentation for new methods
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- [ ] Job scheduling configuration examples
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- [ ] Performance monitoring dashboard queries
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- [ ] Troubleshooting guide for common issues
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- [ ] Agent integration documentation
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- **Blocking Issues**: Waiting for T010
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- **Next Actions**: Update documentation and monitoring
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---
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## Success Criteria Validation
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### Technical Requirements Status
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- [ ] **OpenRouter-only LLM Integration**: Not started
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- [ ] **Vector Embeddings with pgvectorscale**: Not started
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- [ ] **APScheduler Job Execution**: Not started
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- [ ] **Test Coverage >85%**: Baseline established (needs monitoring)
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- [ ] **Query Performance <100ms**: Not tested
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- [ ] **Vector Search Performance <1s**: Not tested
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- [ ] **Backward Compatibility**: Not validated
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### Functional Requirements Status
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- [ ] **Sentiment Analysis Pipeline**: Not implemented
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- [ ] **Embedding Generation Pipeline**: Not implemented
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- [ ] **Scheduled News Collection**: Not implemented
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- [ ] **CLI Job Management**: Not implemented
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- [ ] **AgentToolkit Integration**: Not validated
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- [ ] **Error Handling & Fallbacks**: Not implemented
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### Quality Requirements Status
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- [ ] **TDD Implementation**: Process defined, not applied
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- [ ] **Layered Architecture**: Pattern defined, not validated
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- [ ] **Async Connection Pooling**: Not implemented
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- [ ] **Production Monitoring**: Not implemented
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- [ ] **Documentation Completeness**: Not updated
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---
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## Current Blocking Issues
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### Critical Blockers
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**None currently** - All dependencies are internal to this implementation
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### Potential Risk Areas
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1. **OpenRouter API Access**: Requires valid API keys and model access
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2. **Database Migration**: Need proper PostgreSQL permissions for schema changes
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3. **Vector Extension**: pgvectorscale must be properly installed and configured
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4. **Performance Testing**: Need realistic data volumes for benchmark validation
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---
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## Weekly Progress Targets
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### Week 1 Target (Days 1-2)
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- **Goal**: Complete Phase 1 & 2 (Foundation + Data Access)
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- **Expected Completion**: T001, T002, T003, T004
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- **Target Progress**: 45% overall completion
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### Week 1 Target (Days 3-4)
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- **Goal**: Complete Phase 3 & 4 (LLM Integration + Scheduling)
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- **Expected Completion**: T005, T006, T007, T008, T009
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- **Target Progress**: 90% overall completion
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### Week 2 Target (Day 1)
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- **Goal**: Complete Phase 5 (Validation)
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- **Expected Completion**: T010, T011
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- **Target Progress**: 100% overall completion
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---
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## Metrics Dashboard
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### Code Coverage
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- **Current**: 95% (existing infrastructure)
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- **Target**: >85% (including new functionality)
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- **Status**: ⏳ Pending implementation
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### Performance Benchmarks
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- **Query Performance**: Not measured (Target: <100ms)
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- **Vector Search**: Not measured (Target: <1s)
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- **Batch Processing**: Not measured (Target: TBD)
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- **Status**: ⏳ Pending implementation
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### Test Execution
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- **Unit Tests**: 0/11 tasks have tests
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- **Integration Tests**: 0/11 tasks have integration tests
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- **VCR Tests**: 0/3 API clients have VCR tests
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- **Status**: ⏳ Pending implementation
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---
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## Communication & Reporting
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### Daily Standup Format
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```
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Yesterday: [Tasks completed with IDs]
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Today: [Tasks planned with IDs]
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Blockers: [Any issues requiring attention]
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Help Needed: [Specific areas for collaboration]
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```
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### Weekly Status Report Format
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```
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Completed: [Phase progress with task counts]
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In Progress: [Current focus areas]
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Upcoming: [Next phase priorities]
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Risks: [Technical or timeline concerns]
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Metrics: [Coverage, performance, test results]
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```
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### Milestone Checkpoints
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- **Checkpoint 1** (End of Day 2): Foundation Complete (T001-T004)
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- **Checkpoint 2** (End of Day 4): LLM Integration Complete (T005-T009)
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- **Checkpoint 3** (End of Day 5): Full Implementation Complete (T001-T011)
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---
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## Notes
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### Implementation Context
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- Building on 95% complete news domain infrastructure
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- Focus on OpenRouter-only LLM integration (no other providers)
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- Maintaining backward compatibility with AgentToolkit
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- Following established TDD and layered architecture patterns
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### Key Success Factors
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1. **Incremental Progress**: Validate each layer before proceeding
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2. **Comprehensive Testing**: Maintain test coverage throughout
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3. **Performance Monitoring**: Validate benchmarks at each step
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4. **Error Resilience**: Implement fallbacks for all LLM dependencies
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5. **Documentation**: Keep implementation and usage docs current
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### Last Updated
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**Date**: 2024-08-30
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**By**: System
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**Next Review**: Daily during implementation
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---
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*This status document will be updated as implementation progresses. Use this as a single source of truth for current progress and blocking issues.* |