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Enhancement: Promote rollups and retention workflows #23

Description

@smiggleworth

Audit classification

  • Type: Enhancement
  • Affected subsystem: Analytical and time-series workloads
  • User/operator impact: The capability may exist only as Experimental or an unverified path, limiting operator confidence and making production support boundaries unclear.
  • Current behavior: The relevant implementation or workflow is not yet promoted to the requested support level; existing behavior remains bounded by its documented status and evidence.
  • Expected behavior/outcome: Verify the behavior against explicit promotion criteria, document supported and unsupported cases, and promote it only when the acceptance criteria are met.
  • Deterministic evidence: Source-of-truth: the issue's linked repository documentation, tests, workflows, and benchmark contracts; baseline commit afb23d0. The existing scope and acceptance criteria below are the deterministic work record.
  • Confidence and support status: Medium to high, based on repository documentation and existing contracts.; Experimental or promotion candidate; not a claimed bug.
  • Related tracker: Audit: Cassie engine and Admin UI/UX gap backlog at afb23d0 #1

Scope

Complete the evidence required to promote rollups and retention from Experimental.

Source of truth

docs/experimental-promotion-criteria.md:20-26.

Acceptance criteria

  • Prove refresh/enforcement idempotency, restart hydration, stale fallback, and dependent projection freshness.
  • Expose stable metrics and diagnostics for operator windows and maintenance debt.
  • Add benchmark evidence for declared fixture sizes and retention/refresh workloads.
  • Update support/readiness status only after all common promotion gates pass.

Tracking: #1.

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