Writes & Operations

Reads get the attention, but writes are where correctness and operational pain live. There's no UPDATE … WHERE that scans, no unique constraint across columns, and no ALTER TABLE to reshape your data. You build those guarantees yourself out of conditional writes and key design.

This section covers the write patterns you'll reach for in production and the operational problems — botched migrations, hot keys — that follow from getting them wrong.

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Start with atomic counters if you write concurrent updates; jump to migrations if you're staring down a schema change.

Try DynoTable to run conditional writes and watch the results live.