AI Agent & LLM Server Layer
AI agents can build, audit, monitor, and improve systems autonomously. LLM servers are connected separately through secure API gateways to ensure production applications remain stable and independent from public LLM access.
- ✓ Autonomous AI agents for system management
- ✓ Secure LLM API gateway integration
- ✓ Production apps isolated from public LLM dependencies
- ✓ Token efficiency and cost optimization
- ✓ AI-powered monitoring and anomaly detection
- ✓ Automated system improvements and updates