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Continuously verify that your LLM outputs meet your standards—automate tests, collect human feedback, debug in an interactive sandbox, and validate against real-world cases.

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Automate Quality Checks & Human-in-the-Loop Feedback

Continuous Evaluation

Continuous Evaluation

Always-On Evaluation

Flip on Continuous Evaluation to run your full test suite against every live completion—no manual reruns needed. Use the timeline selector (Month, Week, Day, 3 hrs, Now) to drill into any window and spot regressions the moment they happen.

Human Annotation

Human Annotation

Inline Annotation & Feedback

Highlight any segment of a generated response, tap 👍/👎, and leave a comment—all directly on the text. Adaline captures these span-level annotations as structured feedback for deeper analysis and model retraining.

Open in Playground

Open in Playground

Instant Playground Debugger

Hit “Open in Playground” on any failed evaluation to launch a live sandbox preloaded with your system/user/assistant messages. Tweak prompts, adjust evaluation rules, and rerun tests—all without leaving the UI.

Real Test Cases

Real Test Cases

Real-World Scenario Testing

Run your prompts against actual production completions—from 5 minutes ago to days past. This will allow you to validate performance on authentic user queries and edge-case inputs. Surface gaps you’d only catch in the wild by replaying real test cases through your evaluation suite.

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