Operations & Cost

Modeling gets your data in. Operating it — keeping writes consistent, reacting to changes, expiring old rows, paying the right capacity bill, surviving a region outage, and recovering from a bad deploy — is the half that decides whether a DynamoDB table is something you trust in production.

This section is one running scenario, not six disconnected reference pages. You are building the audit log for a multi-tenant SaaS — the immutable record of "who did what, when" that every B2B product eventually has to ship for its enterprise customers. One table, partitioned per tenant:

PKSKactoractionip
TENANT#acmeEVENT#2026-06-24T09:14Z#a1USER#88login.success203.0.113.7
TENANT#acmeEVENT#2026-06-24T09:15Z#a2USER#88invoice.export203.0.113.7
TENANT#globexEVENT#2026-06-24T09:15Z#b9USER#12role.granted198.51.100.4

Every guide below adds one operational concern to this same table:

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Read them in order — each assumes the table from the one before. Start with transactions; the rest build on the events it writes.

Download DynoTable to inspect, query, and edit the audit-log table as you work through the scenario.