Project Planning
Milestone 13 - Production Hardening
Summary
Production readiness: monitoring, error handling, scalability, and reliability improvements.
Timeline
Weeks 27-28
Goal
Make the system production-ready with comprehensive monitoring, error handling, and scalability.
Deliverables
Infrastructure & Reliability
- ✅ Monitoring & Observability:
- Application monitoring (error tracking, performance)
- Database monitoring
- Queue monitoring
- Alerting system
- ✅ Error Handling:
- Comprehensive error handling across all agents
- Error recovery mechanisms
- Dead letter queue for failed jobs
- Error notification system
- ✅ Scalability:
- Horizontal scaling support
- Database connection pooling
- Queue concurrency optimization
- Caching strategy implementation
- ✅ Security:
- API security hardening
- Data encryption
- Rate limiting
- Input validation
Hermes Orchestrator (Production Hardening)
- ✅ Production-Ready Orchestrator:
- High availability (multiple orchestrator instances with leader election)
- Comprehensive error handling and retries
- Pipeline monitoring and metrics
- Instance health monitoring and automatic failover
- Load balancing optimization
- Job queue management and prioritization
- ✅ Newsletter pipeline enhancements:
- Parallel execution support:
- Parallel analysis for multiple tickers
- Sequential content generation per user (maintained)
- Parallel delivery
- Data freshness management:
- Checks data freshness before analysis
- Triggers immediate data collection if data is stale via HTTP endpoint
- Handles data collection agent running independently
- Parallel execution support:
- ✅ Better error handling and retries
- ✅ Pipeline monitoring and metrics
- ✅ Instance management production hardening:
- Automatic instance recovery
- Instance health checks
- Graceful instance termination
- Instance capacity optimization
Agent Auth API (Production Hardening)
- ✅ Production-Ready API Service:
- High availability (multiple instances with load balancing)
- Comprehensive error handling
- Rate limiting and security hardening
- API key encryption at rest
- Audit logging for all API key operations
- Monitoring and alerting
- Input validation and sanitization
Agent Registry API (Production Hardening)
- ✅ Production-Ready API Service:
- High availability (multiple instances with load balancing)
- Comprehensive error handling
- Rate limiting and security hardening
- Heartbeat timeout configuration
- Instance cleanup for stale instances
- Monitoring and alerting
- Instance health tracking and metrics
Agent Data API (Production Hardening)
- ✅ Production-Ready API Service:
- High availability (multiple instances with load balancing)
- Comprehensive error handling
- Rate limiting and security hardening
- Input validation and schema validation
- Data validation before storage
- Monitoring and alerting
- Output tracking and metrics
Independent Agent Scheduling (Architecture Documentation)
- ✅ Architecture Clarification: Document and formalize the independent scheduling architecture that was established in earlier milestones:
- Scheduler is database-driven with admin-configurable schedules (established in Milestone 1)
- Query Strategy: Admin-configurable schedules (e.g., weekly entity graph, daily optimization) - established in Milestone 5
- Data Collection: Admin-configurable intervals (e.g., every 1-4 hours) - established in Milestone 3, enhanced in Milestone 6
- Newsletter Generation: Admin-configurable pipeline schedules - established in Milestone 2
- Learning: Admin-configurable schedule (e.g., daily at midnight) - established in this milestone
- ✅ Event-driven communication through shared database (architecture pattern)
- ✅ Agents can be scaled horizontally independently (architecture pattern)
Email Delivery
- ✅ Email Delivery System:
- Resend/SendGrid integration
- HTML email rendering
- Batch sending with rate limiting
- Delivery status tracking
- Bounce handling
- Unsubscribe management
Delivery Agent (Enhanced)
- ✅ Full email delivery implementation
- ✅ Delivery tracking and metrics
- ✅ Error handling and retries
Admin Dashboard
- ✅ Admin dashboard (
apps/admin/) with:- Agent monitoring
- System health dashboard
- Error logs view
- Configuration management
- User management
Task Timeline
Limitations (Acceptable for This Milestone)
- Basic monitoring (no advanced analytics)
- Standard scalability patterns
- Basic security measures
Success Criteria
- ✅ All API services (Agent Auth, Registry, Data) are production-ready with high availability
- ✅ Hermes Orchestrator is production-ready with high availability and instance management
- ✅ Instance management is robust (automatic recovery, health checks, graceful termination)
- ✅ System handles errors gracefully across all components
- ✅ Monitoring provides visibility into system health (all services, orchestrator, instances)
- ✅ Email delivery works reliably (99%+ success rate)
- ✅ System can handle increased load (horizontal scaling works for all components)
- ✅ Admin dashboard provides necessary controls (including API services and orchestrator monitoring)
- ✅ All critical errors trigger alerts
- ✅ All services have proper security hardening (rate limiting, input validation, encryption)
Next Steps
After this milestone, system is production-ready. Milestone 14 will add advanced learning and self-improvement.