Learn MQL with Real Code Examples
Updated Nov 18, 2025
Performance Notes
Use indexes wisely for large collections
Avoid unnecessary $regex or $where queries
Project only required fields
Leverage aggregation pipelines efficiently
Security Notes
Enable authentication and role-based access
Use TLS/SSL for connections
Validate input to prevent NoSQL injection
Apply field-level access controls
Monitoring Analytics
MongoDB Atlas metrics
Query performance with explain()
Monitoring logs for slow queries
Integrate with Grafana/Prometheus
Code Quality
Use consistent field naming
Avoid unindexed queries on large collections
Modularize aggregation pipelines
Document queries and schema