Production

Production AI agents face infrastructure problems that framework-level code cannot solve: state loss on crashes, LLM API flakiness, debugging non-deterministic behavior, and coordinating human approvals across hours-long runs. This post walks through Temporal’s durable execution model and why companies like OpenAI chose it for their agent infrastructure.

A deep dive into NVIDIA’s H100 architecture and the monitoring techniques required for production-grade LLM inference optimization.