Quick Answer

Discover how to architect, secure, and scale real‑time analytics in .NET by Integrating Agentic Azure with Azure AI Foundry—practical patterns, performance tricks, and production‑ready safeguards.

Developer note: If your SLA is p99 <= 300 ms and you’re willing to trade a bit of cost for observability, Foundry is the default. If you already own GPU clusters and can live with a 350 ms tail, AKS + LangChain can shave a few dollars off the bill.

Latency and Cost Spikes from Missing Orchestrator

When you throw an LLM into a live telemetry stream, you’re not just paying for tokens – you’re paying for the friction that turns a neat idea into a latency‑bomb. The real cost comes from the missing glue that gives agents a shared purpose, state, and failure handling.…