# Technical Review Report

## Critical Issues Found

### 1. ❌ APP.PY - Missing Entry Point
**Issue**: No `if __name__ == "__main__"` block to launch the demo
**Impact**: Application won't run
**Location**: `app.py` line 213
**Fix Required**: Add main entry point

### 2. ❌ MOBILE_EVENTS.PY - Undefined Variables  
**Issue**: References variables that don't exist in scope (message_input, chatbot, send_btn, etc.)
**Impact**: Will cause NameError when imported
**Location**: `mobile_events.py` lines 9-64
**Fix Required**: Refactor to pass variables as parameters

### 3. ⚠️ ORCHESTRATOR - Missing Agent Implementations
**Issue**: Orchestrator calls agents that don't exist:
- `agents['intent_recognition']` - exists but no `execute()` method
- `agents['response_synthesis']` - doesn't exist
- `agents['safety_check']` - doesn't exist
**Impact**: Runtime errors when processing requests
**Location**: `orchestrator_engine.py` lines 23-45
**Fix Required**: Create stub agent implementations

### 4. ⚠️ CIRCULAR IMPORT RISK
**Issue**: `intent_recognition.py` imports `LLMRouter` from `llm_router.py`
**Impact**: Potential circular import issues
**Location**: `intent_recognition.py` line 2
**Fix Required**: Use dependency injection or factory pattern

### 5. ❌ MISSING INTEGRATION
**Issue**: No file ties everything together - app.py, orchestrator, handlers
**Impact**: Components not connected
**Fix Required**: Create main integration file

## Recommendations

### High Priority
1. ✅ Add main entry point to `app.py`
2. ✅ Fix `mobile_events.py` variable scope issues
3. ✅ Create agent stub implementations
4. ✅ Create main integration file

### Medium Priority
5. ⚠️ Implement TODOs in core files
6. ⚠️ Add error handling
7. ⚠️ Add logging throughout

### Low Priority
8. ⚠️ Add type hints
9. ⚠️ Add docstrings
10. ⚠️ Add unit tests

## Files Requiring Immediate Attention
- `app.py` - Add entry point
- `mobile_events.py` - Fix variable scope
- Create `main.py` - Integration file
- Create agent stub implementations