Deployment & Operations
This chapter focuses on production deployment of agents — from security sandboxes to observability, cost control, and human-agent collaboration.
Contents:
- Deployment Architecture Overview — Deployment architecture patterns and applicable scenarios
- Security & Sandboxing — Execution isolation, permission control, and security measures
- Observability & Monitoring — Logging, tracing, monitoring, and debugging tools
- Cost Optimization & Caching — Prompt caching, model routing, and token optimization
- Human-AI Collaboration Mechanisms — Human-in-the-Loop design and interaction patterns
- Alignment & Safety Strategies — Comprehensive safety strategies from Constitutional AI to red teaming