AURA in practice: real-world use cases for production AI agent infrastructure

AURA is a production-ready, open-source harness for composing AI agents from declarative TOML configuration. It’s LLM-agnostic, MCP-native, and ships with built-in vector search and OpenTelemetry support. This post walks through six real-world use cases, from drop-in chat UI agents to runbook-grounded incident response.