Step 9
Developer toolkit
a) Speed up your development with developer tools, command-line utilities, and Compass. Use these tools to automate environment setup, visualize your data patterns, and streamline your daily workflows.
Step 10
Query optimization
a) Reduce query processing load with the amount of data a query must process.
b) Implement compound indexes to optimize equality, sort, and range operations.
c) Optimize aggregation pipelines to improve performance.
Step 11 (Optional)
Consider implementing search and vector intelligence
a) Deploy MongoDB Search for full-text search and MongoDB Vector Search for semantic queries.
c) Implement vector indexing for your embeddings with AI apps.
d) Integrate Atlas Stream Processing for real-time data ingestion and transformation.
e) Use MongoDB’s Search Playground to build a simple question-and-answer chatbot.
f) Get a MongoDB Search skill badge to learn the fundamentals of MongoDB Search or a MongoDB Vector Search skill badge to learn the fundamentals of MongoDB Vector Search.
Step 12
Monitoring and scalability
a) Enable tier and storage auto-scaling for Dedicated clusters only (M10+).
b) Monitor real-time metrics like CPU, disk I/O, and operation latency to identify and resolve bottlenecks before they impact users.
Step 13
Backup and recovery
a) Configure backups and snapshots.
b) Enable Continuous Cloud Backups for point-in-time recovery.
c) Test restoration workflows.
Step 14
Lifecycle automation
a) Implement the Atlas Terraform Provider for automated infrastructure provisioning and management.
b) Use the Kubernetes Operator for deployment automation.
c) Integrate Atlas CLI into your CI/CD pipelines for automated deployments.
Step 15
Unlock Dedicated cluster features
a) Get production-ready with Dedicated clusters.
- Use M10/M20 for pre-production and smaller-scale production applications.
- Use M30+ for high-traffic, performance-critical production workloads.
b) Enable advanced features only in Dedicated clusters like Real-Time Monitoring, Performance Advisor, and Cloud Backups.
c) Utilize enterprise security features in Dedicated clusters: Private Endpoints/VPC Peering, queryable backups, and Multi-region support.
d) View pricing for Dedicated clusters.