Industry insights on agent architecture, caching, and observability.
The next infrastructure shift is not just more powerful models. It is a world where billions of people work through an expanding population of software agents.
Reliable agents require more than better prompts. They require infrastructure for state, traces, policies, retries, and evaluation.
Retries, repeated context, and unnecessary tool calls can quietly turn one agent task into a costly execution chain.
Agent traffic is multi-step, probabilistic, and context-heavy. That changes how infrastructure should be designed.