310 lines
13 KiB
Markdown
310 lines
13 KiB
Markdown
1→# News Domain Completion - Implementation Status
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2→
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3→**Last Updated**: 2025-01-11
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4→**Overall Progress**: 6.67% (1/15 tasks completed)
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5→**Architecture**: Dagster orchestration + OpenRouter LLM + RAG vector search
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6→
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7→---
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8→
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9→## Current Phase
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10→
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11→**Phase 1: Entity Layer**
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12→Status: In Progress
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13→Progress: 50% (1/2 tasks completed)
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14→Estimated Time Remaining: 1-2 hours
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15→
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16→---
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17→
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18→## Task Status Summary
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19→
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20→### Phase 1: Entity Layer (1/2 completed)
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21→
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22→| Task | Status | Priority | Time | Assigned | Completion | Completed At |
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23→|------|--------|----------|------|----------|------------|--------------|
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24→| T001: Enhance NewsArticle Dataclass | ✅ Completed | Critical | 1-2h | - | 100% | 2025-01-11 |
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25→| T002: Database Migration - Sentiment Fields | ⬜ Not Started | Critical | 1h | - | 0% | - |
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26→
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27→### Phase 2: Repository Layer (0/2 completed)
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28→
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29→| Task | Status | Priority | Time | Assigned | Completion |
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30→|------|--------|----------|------|----------|------------|
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31→| T003: NewsRepository - Vector Similarity Search | ⬜ Not Started | Critical | 2-3h | - | 0% |
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32→| T004: NewsRepository - Batch Embedding Updates | ⬜ Not Started | Medium | 1h | - | 0% |
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33→
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34→### Phase 3: LLM Integration (0/3 completed)
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35→
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36→| Task | Status | Priority | Time | Assigned | Completion |
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37→|------|--------|----------|------|----------|------------|
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38→| T005: OpenRouter Sentiment Client | ⬜ Not Started | Critical | 2-3h | - | 0% |
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39→| T006: OpenRouter Embeddings Client | ⬜ Not Started | Critical | 1-2h | - | 0% |
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40→| T007: Enhance NewsService - LLM Integration | ⬜ Not Started | Critical | 2-3h | - | 0% |
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41→
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42→### Phase 4: Dagster Orchestration (0/5 completed)
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43→
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44→| Task | Status | Priority | Time | Assigned | Completion |
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45→|------|--------|----------|------|----------|------------|
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46→| T008: Dagster Directory Structure | ⬜ Not Started | High | 30min | - | 0% |
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47→| T009: Dagster Ops - News Collection | ⬜ Not Started | High | 2-3h | - | 0% |
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48→| T010: Dagster Job - Daily News Collection | ⬜ Not Started | High | 1-2h | - | 0% |
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49→| T011: Dagster Schedule - Daily Trigger | ⬜ Not Started | High | 1h | - | 0% |
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50→| T012: Dagster Sensor - Failure Alerting | ⬜ Not Started | Medium | 1h | - | 0% |
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51→
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52→### Phase 5: Testing & Documentation (0/3 completed)
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53→
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54→| Task | Status | Priority | Time | Assigned | Completion |
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55→|------|--------|----------|------|----------|------------|
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56→| T013: Integration Tests - End-to-End Workflow | ⬜ Not Started | High | 2-3h | - | 0% |
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57→| T014: Dagster Tests | ⬜ Not Started | Medium | 1h | - | 0% |
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58→| T015: Documentation Updates | ⬜ Not Started | Medium | 1-2h | - | 0% |
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59→
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60→---
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61→
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62→## Dependency Graph
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63→
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64→```
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65→T001 ─┬─→ T002 ──→ T003 ─────────→ T007 ──→ T009 ──→ T010 ──→ T013
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66→ │ ↑ ↑ ↑ ↑
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67→ │ │ │ │ │
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68→ └──→ T005 ────────────────────┘ │ │ │
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69→ T006 ──────────────────────────────┘ │ │
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70→ T008 ──────────────────────────────────────┘ │
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71→ T011 ───────────────────────────────────────────────┘
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72→ T014 ───────────────────────────────────────────────┘
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73→```
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74→
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75→**Critical Path**: T001 → T002 → T003 → T007 → T009 → T010 → T013
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76→
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77→**Parallel Opportunities**:
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78→- T005 & T006 can be developed in parallel (LLM clients)
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79→- T009, T010, T011 can be developed in parallel after T008 (Dagster components)
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80→
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81→---
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82→
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83→## Progress by Phase
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84→
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85→### Phase 1: Entity Layer
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86→- **Status**: In Progress
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87→- **Progress**: 50% (1/2 tasks)
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88→- **Estimated Time**: 1-2 hours
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89→- **Blockers**: None
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90→- **Next Action**: Start T002 - Database Migration for Sentiment Fields
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91→
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92→### Phase 2: Repository Layer
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93→- **Status**: Not Started
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94→- **Progress**: 0% (0/2 tasks)
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95→- **Estimated Time**: 2-3 hours
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96→- **Blockers**: T001, T002 must complete first
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97→- **Next Action**: Waiting for Phase 1 completion
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98→
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99→### Phase 3: LLM Integration
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100→- **Status**: Not Started
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101→- **Progress**: 0% (0/3 tasks)
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102→- **Estimated Time**: 4-5 hours
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103→- **Blockers**: T001 must complete for client development
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104→- **Next Action**: Can start T005 & T006 in parallel after T001
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105→
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106→### Phase 4: Dagster Orchestration
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107→- **Status**: Not Started
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108→- **Progress**: 0% (0/5 tasks)
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109→- **Estimated Time**: 3-4 hours
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110→- **Blockers**: T007 must complete for ops/jobs, T008 has no dependencies
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111→- **Next Action**: Can start T008 anytime (directory structure)
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112→
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113→### Phase 5: Testing & Documentation
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114→- **Status**: Not Started
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115→- **Progress**: 0% (0/3 tasks)
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116→- **Estimated Time**: 2-3 hours
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117→- **Blockers**: T007, T010 must complete for integration testing
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118→- **Next Action**: Waiting for earlier phases
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119→
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120→---
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121→
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122→## Test Coverage Status
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123→
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124→**Current Coverage**: Baseline (from 95% complete infrastructure)
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125→**Target Coverage**: ≥85%
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126→**New Code Coverage**: 0% (no new code yet)
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127→
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128→### Coverage by Component
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129→
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130→| Component | Coverage | Target | Status |
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131→|-----------|----------|--------|--------|
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132→| NewsArticle (Entity) | - | ≥85% | ⬜ Pending |
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133→| NewsRepository (RAG) | - | ≥85% | ⬜ Pending |
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134→| OpenRouter Sentiment Client | - | ≥85% | ⬜ Pending |
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135→| OpenRouter Embeddings Client | - | ≥85% | ⬜ Pending |
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136→| NewsService (LLM Integration) | - | ≥85% | ⬜ Pending |
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137→| Dagster Ops | - | ≥85% | ⬜ Pending |
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138→| Dagster Jobs | - | ≥85% | ⬜ Pending |
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139→
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140→---
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141→
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142→## Performance Benchmarks
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143→
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144→### Current Performance
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145→- **Query Time (30-day lookback)**: Not measured yet
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146→- **Vector Search (top-10)**: Not measured yet
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147→- **Batch Insert (50 articles)**: Not measured yet
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148→
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149→### Target Performance
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150→- **Query Time**: < 2 seconds for 30-day lookback
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151→- **Vector Search**: < 1 second for top-10 results
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152→- **Batch Insert**: < 5 seconds for 50 articles
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153→
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154→### Performance Test Status
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155→- [ ] Query performance baseline established
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156→- [ ] Vector search performance baseline established
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157→- [ ] Batch insert performance baseline established
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158→- [ ] All performance targets met
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159→
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160→---
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161→
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162→## Risk Assessment
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163→
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164→### High Risk Items
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165→1. **OpenRouter API Availability** - Mitigated with fallback strategies (keyword sentiment, zero vectors)
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166→2. **Vector Search Performance** - Mitigated with proper pgvectorscale indexes
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167→3. **Dagster Integration Complexity** - Mitigated with incremental testing approach
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168→
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169→### Medium Risk Items
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170→1. **LLM API Costs** - Monitor usage during development
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171→2. **Database Performance at Scale** - Test with realistic data volumes
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172→3. **Test Coverage Maintenance** - Enforce ≥85% coverage requirement
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173→
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174→### Low Risk Items
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175→1. **Code Quality** - Enforced through TDD approach
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176→2. **Documentation** - Tracked as explicit task (T015)
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177→3. **Error Handling** - Comprehensive fallback strategies
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178→
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179→---
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180→
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181→## Known Issues
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182→
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183→### Blocking Issues
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184→None currently
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185→
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186→### Non-Blocking Issues
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187→None currently
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188→
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189→### Technical Debt
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190→- Existing keyword-based sentiment analysis should be replaced with LLM sentiment (tracked as T005)
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191→- No automated vector embedding generation currently (tracked as T006)
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192→- No scheduled news collection (tracked as T008-T012)
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193→
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194→---
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195→
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196→## Milestone Schedule
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197→
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198→### Milestone 1: Entity & Repository Foundation
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199→**Target**: Day 1-2
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200→**Tasks**: T001, T002, T003, T004
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201→**Status**: In Progress
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202→**Deliverables**:
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203→- NewsArticle dataclass with sentiment fields
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204→- Database migration for sentiment columns
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205→- RAG vector similarity search functional
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206→- Batch embedding updates operational
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207→
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208→### Milestone 2: LLM Integration
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209→**Target**: Day 2-3
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210→**Tasks**: T005, T006, T007
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211→**Status**: Not Started
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212→**Deliverables**:
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213→- OpenRouter sentiment client operational with fallbacks
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214→- OpenRouter embeddings client operational with fallbacks
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215→- NewsService enrichment pipeline functional
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216→- find_similar_news() RAG method operational
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217→
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218→### Milestone 3: Dagster Orchestration
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219→**Target**: Day 3-4
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220→**Tasks**: T008, T009, T010, T011, T012
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221→**Status**: Not Started
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222→**Deliverables**:
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223→- Dagster directory structure created
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224→- News collection op functional
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225→- Daily collection job operational
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226→- Schedule configured for 6 AM UTC
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227→- Failure sensor monitoring job
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228→
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229→### Milestone 4: Testing & Documentation
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230→**Target**: Day 4-5
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231→**Tasks**: T013, T014, T015
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232→**Status**: Not Started
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233→**Deliverables**:
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234→- End-to-end integration tests passing
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235→- Dagster component tests passing
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236→- Performance benchmarks met
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237→- Documentation updated
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238→
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239→---
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240→
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241→## Next Actions
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242→
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243→### Immediate Next Steps (Today)
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244→1. **T002**: Start database migration for sentiment fields
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245→2. **T008**: Create Dagster directory structure in parallel (no dependencies)
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246→
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247→### This Week
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248→1. Complete Phase 1 (Entity Layer)
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249→2. Start Phase 2 (Repository Layer)
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250→3. Begin Phase 3 (LLM Integration) in parallel
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251→
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252→### Next Week
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253→1. Complete Phase 3 & 4 (LLM + Dagster)
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254→2. Complete Phase 5 (Testing & Documentation)
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255→3. Deploy and monitor Dagster schedules
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256→
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257→---
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258→
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259→## Team Notes
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260→
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261→### Development Environment
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262→- PostgreSQL + TimescaleDB + pgvectorscale running locally
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263→- OpenRouter API key configured
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264→- Dagster installation complete
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265→- Python 3.13 with mise/uv
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266→
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267→### Communication
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268→- Spec documents updated to reflect Dagster architecture (spec-lite.md, design.md, tasks.md)
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269→- APScheduler references removed from all specs
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270→- Architecture aligned with project roadmap
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271→
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272→### Resources Needed
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273→- OpenRouter API access for development/testing
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274→- Test database with sample news articles
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275→- Dagster UI for monitoring during development
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276→
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277→---
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278→
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279→## Success Criteria Checklist
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280→
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281→**Technical Success**:
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282→- [ ] Test coverage ≥85% maintained
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283→- [ ] Query performance <2s for 30-day lookback
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284→- [ ] Vector search <1s for top-10 results
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285→- [ ] Zero breaking changes to AgentToolkit
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286→- [ ] Dagster jobs execute successfully
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287→
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288→**Functional Success**:
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289→- [ ] OpenRouter sentiment analysis operational
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290→- [ ] Vector embeddings enable semantic search
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291→- [ ] Dagster schedules running daily
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292→- [ ] Agent context enriched with sentiment
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293→
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294→**Quality Success**:
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295→- [x] 1/15 tasks completed
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296→- [ ] All acceptance criteria met
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297→- [ ] Comprehensive error handling
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298→- [ ] Production-ready monitoring
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299→- [ ] Complete documentation
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300→
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301→---
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302→
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303→**Status Key**:
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304→- ⬜ Not Started
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305→- 🔄 In Progress
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306→- ✅ Completed
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307→- 🚫 Blocked
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308→- ⚠️ At Risk
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309→
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310→**Last Status Update**: 2025-01-11 - T001 completed, updated progress tracking |