Muhammed Senussi
Muhammed Senussi
  • Muhammed Senussi
Your Cloud Bill Is an Architecture DiagramDevOps

Cost reviews are usually run as procurement exercises. Read as engineering documents they are far more interesting.

What the line items reveal

Egress charges show you where your data actually flows, which is often not where the diagram says. A large NAT gateway bill means services are talking to the internet you thought were internal. Cross-zone traffic that dwarfs your application cost means chatty services that should have been one service.

We once found a service that cost more in inter-zone transfer than in compute. The cause was a cache that had been placed in a different availability zone from every one of its callers. Nobody could see it in a diagram; it was obvious in the bill.

2 Comments

  • Sanne de Vries

    January 14, 2026

    The cross-zone cache story is one I have now seen at three companies. It should be a standard check.

    • Muhammed Senussi

      Muhammed Senussi

      AuthorJanuary 14, 2026

      Agreed, and it is easy to add to a review checklist: for every cache and database, name the zone and name the callers zones. It takes five minutes and catches a class of problem that is otherwise invisible until the invoice.

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