Forum Discussion
Scaling AI Agents with Kubernetes and Distributed Systems
Artificial intelligence has moved far beyond simple chatbots and rule-based automation. Today’s AI agents can reason through complex problems, interact with multiple tools, collaborate with other age...
Kubernetes is a solid substrate for the infrastructure around agents, but it is not the thing that makes agents scalable. The differentiators are externalized state, durable/asynchronous execution and agent-aware autoscaling with the LLM layer (rate limits, cost, concurrency) frequently being the actual ceiling.