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Keep ready study work moving around unresolved model calls - #301

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mikamikasuki wants to merge 8 commits into
fix/replay-context-read-receipt-validationfrom
fix/unsettled-model-capacity-headroom
Closed

mikamikasuki wants to merge 8 commits into
fix/replay-context-read-receipt-validationfrom
fix/unsettled-model-capacity-headroom

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@mikamikasuki

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Summary

  • Preserve unresolved external model requests for reconciliation without treating them as failures.
  • Allow independent ready work to use only separately observed successful model concurrency, bounded by the configured maximum.
  • Record when measured spare capacity is used; do not duplicate or alter the unresolved request.

Validation

  • ests/test_study_scheduler.py
  • ests/test_study_analysis_prerequisites.py
  • AIDE context interning regression tests

All focused tests passed locally.

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