TECHNICAL_REVIEW.md

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