Uploaded June 2026 | Updated September 2026, 1 week ago

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Learn how to leverage advanced features of the Evaluations framework to build robust evaluations for your app. Explore evaluating flows with tool calling and dynamic conditions, and how to define what correct behavior means for your use case. Discover how to generate synthetic data, use judges effectively, and validate your datasets for reliable results.


Explore related documentation, sample code, and more:
Generating synthetic datasets: developer.apple.com/documentation/Evaluations/generating-synthetic-evaluation-datasets
Evaluating tool-calling behavior: developer.apple.com/documentation/Evaluations/evaluating-tool-calling-behavior
Scoring with model-as-judge evaluators: developer.apple.com/documentation/Evaluations/scoring-with-model-as-judge-evaluators
Book Tracker: Using Evaluations to evaluate an intelligent feature: developer.apple.com/documentation/Evaluations/book-tracker-using-evaluations-to-evaluate-an-intelligent-feature

More Apple Developer resources:
Video sessions: apple.co/VideoSessions
Documentation: apple.co/DeveloperDocs
Forums: apple.co/DeveloperForums
App: apple.co/DeveloperApp