03 Data Persistence

Intro

Data persistence is how software survives a restart: storing, retrieving, and protecting state across processes and machines. The choice between SQL, NoSQL, and caching layers shapes every system's consistency guarantees, latency profile, and operational cost. Example: picking the wrong isolation level can silently corrupt data under concurrency, while an unnecessary cache adds a stale-read failure mode that did not exist before.


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