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

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Your Spring AI tests are slow, flaky, and cost money. Here's how to make them deterministic.
Record a real LLM interaction once, commit it, and replay it in under a millisecond on every run — with zero changes to the code under test.

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