VCR Pattern for AI API Testing
Record-and-replay pattern for AI API testing: capture real model responses once, replay them in CI for deterministic, fast, and free tests.
Replay
Event Sourcing and CQRS for AI Pipelines
Using event-driven architecture patterns for AI data pipelines: immutable event logs, replay capability, audit trails, and CQRS for …