Operations & Maintenance Patterns

Production operations and system maintenance patterns for AI coding assistants.

Performance & Scaling

• Performance at Scale - Handling enterprise load
• Performance Tuning - Optimization strategies
• Parallel Tool Execution - Concurrent processing

Deployment & Monitoring

• Deployment Guide - Production deployment patterns
• Observability and Monitoring - System visibility
• Lessons Learned - Production insights

Operational Excellence

Deployment Strategies

• Blue-green deployments
• Canary releases
• Feature flags
• Rollback procedures

Monitoring & Alerting

• Key performance indicators
• Error tracking
• Usage analytics
• Cost monitoring

Maintenance Procedures

• Upgrade strategies
• Data migration
• Backup and recovery
• Incident response

Cost Optimization

• Token usage optimization
• Caching strategies
• Request batching
• Model selection for cost/performance

Reliability Patterns

• Circuit breakers
• Retry mechanisms
• Graceful degradation
• Disaster recovery