Implemented pandas-based cleaning rules in data_preprocessing.py, transformations for salesorder.csv → clean_salesorder.csv, pipeline testing via multiple DAG runs.
description Learn what changes when ETL becomes agentic, from context-aware planning and validation to workflow-state reasoning, guardrails, and reliable human-in-the-loop automation.