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feat: implement proactive quota polling and alerting #224

@Aureliolo

Description

@Aureliolo

Summary

The spec mentions regular quota polling / proactive alerting before quotas are hit. Not implemented — currently quotas are only checked at request time.

Design Spec Reference

  • §9.2 Provider Configuration — implementation note (last sentence)

Scope

  • Periodic quota usage polling per provider
  • Proactive alerts when approaching quota limits (before exhaustion)
  • Integration with observability/alerting

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    prio:lowNice to have, can deferscope:smallLess than 1 day of workspec:budgetDESIGN_SPEC Section 10 - Cost & Budget Managementspec:providersDESIGN_SPEC Section 9 - Model Provider Layertype:featureNew feature implementationv0.8Minor version v0.8v0.8.4Patch release v0.8.4

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