Semantic Kernel

LLM Testing

Testing Semantic Kernel Applications: Plugins, Memory, and Planners

Semantic Kernel (SK) applications combine LLM calls, plugin functions, memory retrieval, and multi-step planning into a single execution graph. Testing each layer in isolation — without making real API calls — is the difference between a test suite that runs in 2 seconds and one that costs $50 per CI run.