The Distributed Systems Patterns Hiding Inside Your Agentic AI Stack

Agentic AI infrastructure often reuses classic distributed-systems patterns for orchestration, retries, communication, and workflow durability.

Tools and ideas like Dapr, Sagas, gRPC, Orleans, and Temporal already solve much of the plumbing engineers need.

The harder problems are new semantic failures, prompt injection, and coordination instability that LLM-based systems can hide.

The takeaway: don’t rebuild solved infrastructure, but do treat semantic correctness and prompt boundaries as first-class engineering risks.