Topic
Data-integrity failures that produce wrong values rather than errors, here denormalized click counters undercounting under load.
Seven Python parsers, 300 labelled malformed LLM outputs. On recoverable cases json-repair wins by two; count the 25 unrecoverable ones and it loses by seventeen.
Reality
SecretSpec's dotenv-ng 1.0 makes dollar signs literal after dotenvy silently dropped parts of a bcrypt hash. The damage surfaced as an authentication failure, far from the parser that caused it.
Reality
A worn or counterfeit microSD card can acknowledge a write and keep nothing. Free space drops, the file appears, and the gap only shows up on the day you go looking.
Reality
A dev.to writeup traces two weeks of low-looking referral counts to a @Modifying increment that never bumped @Version, letting one stale save() overwrite the counter.
Reality