Phase 1: Mark Enhanced Validation & Categorization as COMPLETED
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### **Phase 1: Enhanced Validation & Categorization (IN PROGRESS 🔄)**
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### **Phase 1: Enhanced Validation & Categorization (COMPLETED ✅)**
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#### 1.1 Smart Resource Detection
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#### 1.1 Smart Resource Detection
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- [x] **Enhanced Validation Engine**
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- [x] **Enhanced Validation Engine**
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- **Recommendations**: Clear guidance on how to fix each issue
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- **Recommendations**: Clear guidance on how to fix each issue
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#### 1.2 Historical Analysis Integration
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#### 1.2 Historical Analysis Integration
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- [ ] **Smart Historical Analysis**
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- [x] **Smart Historical Analysis**
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- Use historical data to suggest realistic requests/limits
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- Use historical data to suggest realistic requests/limits
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- Calculate P95/P99 percentiles for recommendations
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- Calculate P95/P99 percentiles for recommendations
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- Identify seasonal patterns and trends
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- Identify seasonal patterns and trends
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