AI Agent Orchestration: Proxmox Automation, OpenAI Data Agents & Azure Serverless Runtime

Short summary

Three practical AI agent applications demonstrate production patterns: a Proxmox admin with predictable guardrails for infrastructure management without surprise actions, OpenAI's internal Kepler agent for data analysis and complex information extraction, and Azure Functions' serverless runtime for scalable agent deployment. Key lessons: design agents with safety constraints, leverage agents for data-aware operations, and use serverless platforms for production workloads.

• •Proxmox AI admin prioritizes safety guardrails and predictable operation for critical infrastructure
• •OpenAI's Kepler agent demonstrates internal use of agents for data analysis and RAG workflows
• •Azure Functions serverless runtime addresses production deployment and scaling challenges for frameworks

Generated with AI, which can make mistakes.