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- Airflow 2.11 → 3.1 (BashOperator moved to providers-standard) - Meltano 3.5 → 4.1 (meltano.yml version 2, meltanolabs target-postgres) - dbt-postgres 1.9 → 1.10 - singer-sdk 0.39 → 0.53 (all 6 taps) - Typesense Docker 27.1 → 30.1 - Typesense Python client >=2.0 - Python base image 3.12 → 3.13 Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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