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GKData.io MCP
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Billing and credits

Review prices, credits, refunds, and entitlements as server-owned state transitions that preserve an auditable ledger invariant.

Guide 15 / 154 review notesUpdated 2026-10-11

The review

What to look for

Defensive study and review of artifacts supplied by their owner. Record missing evidence as an open question.

  1. Write the ledger invariant

    Define the server-authoritative amount, currency, owner, entitlement, and allowed transition for each business event.

  2. Bind evidence to transition

    Ensure payment confirmations, webhooks, and refunds are authenticated and tied to one intended state change.

  3. Protect concurrency

    Use atomic checks and consumption rules so retries or parallel processing cannot duplicate an entitlement or reversal.

  4. Reconcile safely

    Make correction and recovery flows preserve legitimate concurrent changes and create a complete audit record.

What to produce

  • Ledger invariant
  • State-transition map
  • Reconciliation and audit criteria

Common mistakes

  • Trusting client totals
  • Separating evidence from entitlement creation
  • Using non-atomic balance updates

Continue the study

Reading & source context

Editorial notes above connect these references. Open each record for its original source and review date.

Visual models

Connected disclosures

From the field toolkit

Guide by GK Data · Research snapshot 2026-10-04.
Sources and review dates are preserved in the library provenance.

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