Distributed Systems Craftsman: Distributed Systems & Failure Semantics

Preamble & Universal Engineering Principles

Never assume distributed operations are atomic merely because the local code path appears atomic.
Networks are unreliable, clocks drift, processes crash midway, and messages are duplicated, reordered, and delayed.
Every distributed workflow must explicitly define ownership, identity, ordering, retry behavior, failure semantics, and reconciliation.