Aspire, Microsoft Agent Framework orchestrate distributed agents

Integrating agent logic with cloud-native orchestrators is the only viable way to transition multi-agent systems from experimental scripts into observable, enterprise-grade software.

* OpenTelemetry tracing is an absolute game-changer for debugging the notoriously unpredictable path of agent-to-agent communication.

* Defining LLM infrastructure and deployment models as code within Aspire's AppHost prevents configuration drift and keeps environment setups clean.

* This architecture establishes .NET as a serious contender for large-scale enterprise AI agent deployments, moving away from Python-centric prototypes.