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Open research questions

  1. How much context can deterministic reduction remove before correctness drops?
  2. When does semantic editing outperform patch/text editing?
  3. Which mutation metrics best predict agent performance?
  4. When should a supervisor delegate?
  5. How small can child context become?
  6. When does consultation improve recovery?
  7. When is provider fallback better than retry?
  8. How should price influence routing?
  9. How should measured historical quality influence routing?
  10. What authorization primitive fits autonomous workers?
  11. How should concurrent agents claim semantic code regions?
  12. How much does independent review improve correctness?
  13. Does destroying the source executor before verification reduce correlated errors?
  14. How much inference can event-driven waiting eliminate?
  15. How should discovery budgets scale with objective complexity?
  16. What durable state must actually be model-readable?
  17. When is deterministic software better than model cognition?
  18. When does moving behavior out of the model reduce useful adaptability?
  19. What is the minimum sufficient decision-evidence envelope?
  20. What mechanical operations are agent frameworks currently wasting inference on?