Optimization

Create a dataset

Build focused training sets from your production agent traffic to optimize task-specialized models.

Create a dataset

Datasets let you slice your high-throughput inference logs into focused training sets for task-specialized optimization. Curate data from your live agent traffic to train models that outperform frontier baselines on your specific domain.

See the hosted docs for details: https://docs.maniac.ai/datasets/using-the-datasets-feature.

Code evals

Deterministic scoring with custom Python — validate that your task-specialized models meet production requirements.

Launch an optimization run

Train task-specialized models that outperform frontier baselines on your niche domain tasks.

Create a dataset

Create a dataset

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