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Building an LLM-powered DAG failure analysis plugin for Amazon MWAA

calendar_today September 29, 2026 person Sushant Samantaray domain aws-glue

Debugging Apache Airflow DAG failures across services like AWS Glue, Amazon EMR, and Amazon Athena is slow and manual. In this post, we show you how to build a custom Airflow plugin that integrates with Amazon Bedrock to automatically analyze DAG task failures and deliver on-demand root cause analysis on Amazon MWAA.

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