Kevin Brown

If companies are going to use Cloud World Model to test infrastructure decisions before spending real money, they should know how closely its simulations match the real cloud.

Documentation from cloud providers is useful, but it cannot replace testing that we run, measure, and publish ourselves.

Something we ve been thinking about while building Cloud World Model:

If an infrastructure simulator doesn t model a particular cost, a human might recognize that the estimate is incomplete.

An RL agent may not.

We tried an experiment with Cloud World Model today.

We gave Grok access to our API and asked:

Try the GitHub-Inspired Cascading Retry Storm scenario and tell me what happened. Why did the outage occur?