Distributed-Systems

Durable Execution for AI Agents: Temporal's Architecture for Production Reliability

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.

Orchestra conductor coordinating musicians in a circular arrangement

Orchestrating Inference: How Kubernetes, Ray, and vLLM Coordinate Under the Hood

A deep dive into how Kubernetes, Ray, and vLLM coordinate to transform independent GPUs into a synchronized inference machine.