#evaluation // Glide & Generate

#evaluation

2 articles

writingJun 29, 20262 min read

Testing AI You Cannot Fully Predict: Adapting ATF and QA for Agentic Workflows

Generative AI breaks the assumption ATF is built on: same input, same output. Testing non-deterministic workflows with property checks, evaluation sets, and adversarial guardrail tests.

writingJun 20, 20264 min read

Evaluating a Skill Like an Engineer: Building a Test Set and Measuring Quality

It looked good in the demo is not QA. Building a representative test set, scoring groundedness explicitly, and regression-testing skills after every change, no data-science team required.