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AI-generatedBalancing SLA Email Alerts vs Callback‑Driven External Notifications in Apache Airflow
Goal: Determine which alerting mechanism best reduces notification noise for SLA misses and task failures while maintaining scheduler stability. Built‑in email alerts are enabled by default, can cause repeated emails during retries and backfills; callback‑driven external alerts require scheduler‑side callbacks that may delay scheduling if external API latenc