claude-code-emacs

# Code Review and Optimization for [COMPANY] Web Application

## Current Code Structure
```python
[CODE_SNIPPET]
```

## Key Issues Identified
- Memory inefficiency in data processing loop
- Potential race condition in concurrent operations
- Suboptimal database query structure

## Recommended Improvements
1. **Memory Optimization**: Implement generator pattern for large data sets
2. **Concurrency Fix**: Add proper locking mechanism for shared resources
3. **Query Optimization**: Use indexed fields and limit result sets

## Optimized Code
```python
[OPTIMIZED_CODE_SNIPPET]
```

## Performance Impact
- Expected 30% reduction in memory usage
- 40% improvement in concurrent operation throughput
- 25% faster database query response times