Your Spring AI tests are slow, flaky, and cost money. Here's how to make them deterministic.

You wire up Spring AI, the ChatClient fluent API feels great, your feature works. Then you sit down to write a test — and every good option is bad. A test that calls a real model is: Slow.

Source: [Dev.to](https://dev.to/rifatcakir/your-spring-ai-tests-are-slow-flaky-and-cost-money-heres-how-to-make-them-deterministic-1og7)