Need
Autonomous participant activity can contend with evaluated participants and shared inference infrastructure. Current participant budgets do not fully express or enforce the operational envelope needed across participant, range, and fleet scopes.
Required capability
- Governed rate, concurrency, storage-growth, inference-token, image-generation, and accelerator budgets.
- Participant-, range/tenant-, shared-service-, and fleet-scoped limits with explicit ownership and aggregation.
- Admission against backend/shared-pool capacity and tenant-isolation capabilities.
- Fairness/priority obligations that protect evaluated-participant latency and challenge reliability.
- Runtime measurements, throttling/deviation evidence, reset reconciliation, and cross-range isolation tests.
- Backend manifests must distinguish declared support, configured capacity, and measured realization.
Consumer
Required by autarchy-ai/penumbra-scenarios#556. The model is general to participants and shared services; no provider, product, or KeplerOps-specific fields.
Architecture and governance requirements
Before implementation, reconcile this need against existing requirements, issues, ADRs, architecture, semantic owners, and already-provided capability; extend an incumbent concept rather than creating a parallel surface. Record relevant external and internal precedent and fully update the RAES lineage material. Add or amend ADRs when the design changes architecture or authority. Update normative specification, schemas/contracts, compiler, validator, runtime, backend manifests and admission, conformance guards, documentation, tests, release notes, and migration guidance wherever the chosen design applies. Establish and verify bidirectional requirement, issue, implementation, test, and release traceability. The issue is not complete until the released package exposes and guards the capability end to end.
Need
Autonomous participant activity can contend with evaluated participants and shared inference infrastructure. Current participant budgets do not fully express or enforce the operational envelope needed across participant, range, and fleet scopes.
Required capability
Consumer
Required by autarchy-ai/penumbra-scenarios#556. The model is general to participants and shared services; no provider, product, or KeplerOps-specific fields.
Architecture and governance requirements
Before implementation, reconcile this need against existing requirements, issues, ADRs, architecture, semantic owners, and already-provided capability; extend an incumbent concept rather than creating a parallel surface. Record relevant external and internal precedent and fully update the RAES lineage material. Add or amend ADRs when the design changes architecture or authority. Update normative specification, schemas/contracts, compiler, validator, runtime, backend manifests and admission, conformance guards, documentation, tests, release notes, and migration guidance wherever the chosen design applies. Establish and verify bidirectional requirement, issue, implementation, test, and release traceability. The issue is not complete until the released package exposes and guards the capability end to end.