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Recipes and examples

  • Use the emulator to inject a crash immediately after tool.started; restart from the durable event and reconcile the effect before deciding whether execution is safe.
  • Use validate-outcome in CI to freeze an exact Draft 2020-12 result schema. External $ref values are rejected so validation never fetches ambient network content.
  • Compare runtime_profile_digest, model_profile_digest, and qualification_evidence_digest before selecting a runtime. A framework label is not enough.
  • Use runs watch to reconnect after the latest observed event sequence and runs trace for an auditable export without hidden reasoning.

See examples/emulator_quickstart.py, examples/sync_client.py, and examples/async_client.py. All public examples use fake IDs or local-only execution.