bennyc0de opened a new pull request, #67724:
URL: https://github.com/apache/airflow/pull/67724

   Operators declare a failure budget: max failures within a rolling time 
window. When the threshold is hit the circuit opens and future scheduled 
instances are skipped until reset via the REST API or after a configurable 
cooldown period.
   
   New operator params (all optional, backward-compatible):
     circuit_breaker_max_failures: int | None
     circuit_breaker_window: timedelta | None
     circuit_breaker_reset_delay: timedelta | None
   
   New TaskCircuitBreaker model tracks one row per (dag_id, task_id). Alembic 
migration adds the table. Execution API records failures. Scheduler excludes 
open-circuit tasks before the QUEUED transition. Heartbeat auto-resets expired 
circuits every 60s. Three REST endpoints expose and reset circuit state per 
task and per Dag.
   
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