10:07
2026-08-11
dev.to
developer-tools
Your Spring AI tests are slow, flaky, and cost money. Here's how to make them deterministic.
Rifat Cakir released spring-ai-test-tools, a VCR-style library that records real Spring AI interactions and replays them deterministically in tests, eliminating slow, flaky, and costly live model call…