fix: feature engineering workflow improvements #125
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This PR improves the robustness of the logic by which the agents pass datasets (and other objects) to each other. It also makes some changes to the feature engineering workflow to ensure the model building agents have much deeper insights about the engineered features to guide the model building.
Result: ~50% lower rate of failures due to weird dataset handling edge cases, and better models!