noCV
BCOST-103 · Model lifecycle changes

Classify objects by recovery and retention requirements

Practice briefTaskAdvanced

A broad expiry rule would remove the only copy of finalized reports.

Focused work estimate
3h + prerequisites
Priority in the scenario
High
Engineering practice
Data lifecycle

Estimated field mix

  • Storage systems50%
  • Cloud infrastructure30%
  • Site reliability20%

Field percentages are editorial estimates of the ticket's engineering focus. They total 100%; they are not measured time, proficiency scores, or ownership evidence.

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Project context

A fictional analytics service stores exports and intermediate artifacts indefinitely. Finance sees a rising bill but engineers cannot explain which lifecycle policy is responsible.

Setup prerequisites

  • Create synthetic object inventories and a local object-store double; author fictional unit prices as explicit assumptions.

Preceding work

Complete these dependencies, or supply their agreed outputs before taking this ticket.

Acceptance criteria

  • Distinguish authoritative, reproducible, and temporary objects.
  • Attach minimum retention and recovery requirements.
  • Block lifecycle proposals for unclassified objects.

Implementation constraints

  • Retention requirements are scenario inputs, not legal advice.

Verification to include

  • Allow expiry of a declared temporary object.
  • Block deletion of an authoritative unclassified report.

Deliverables

  • Object lifecycle classification.

Rollout and recovery

Start with temporary classes only; preserve unknown objects.

Value of the work

For the engineer: Practice cost attribution, lifecycle modeling, and safe retention controls.

For the team: Produce reviewable storage-cost options with recovery and data-retention consequences.

Evidence boundaries

Outcome Evidence: Tests, patches, and runbooks are requested deliverables. They become Outcome Evidence only through a qualified Mission and immutable Evidence IDs.

Ownership Evidence: Independent adaptation must be observed under a declared verification policy and cite immutable Evidence IDs. Completing a planning ticket establishes no Ownership Evidence.