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ACDC-104 · Build the projection

Advance the feed checkpoint only with the projected transaction

Practice briefBugAdvanced

The consumer acknowledges a change before updating the read model; a crash permanently loses the disabled preference.

Focused work estimate
3h 30m + prerequisites
Priority in the scenario
High
Engineering practice
Transactions · Idempotency

Estimated field mix

  • Database engineering50%
  • Data engineering50%

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 messaging service builds a read model from database changes. Restarts and schema changes can re-enable preferences that customers disabled.

Setup prerequisites

  • Create synthetic preference records and a replayable local change log.
  • Use adapters or fixtures without provisioning a production broker.

Preceding work

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

Acceptance criteria

  • Apply projection and checkpoint in one durable transaction.
  • Duplicate delivery is a no-op at the same position.
  • Failed application leaves the previous checkpoint intact.

Implementation constraints

  • Scope checkpoints to source partition and consumer generation.

Verification to include

  • Replay a committed change and keep one result.
  • Fail between modeled projection and checkpoint writes and retry successfully.

Deliverables

  • Transactional consumer and interruption test

Rollout and recovery

Canary one synthetic partition; stop consumption on checkpoint divergence.

Value of the work

For the engineer: Practice change-feed ordering, snapshots and privacy-preserving deletion.

For the team: Review whether replicated customer preferences remain correct during recovery.

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.