General
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- **Silent catch blocks**: Exception handlers that swallow errors without logging
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distributed locks
error)` convention.
undefined
not by defect category or code location.
ambiguous phrasing
including early returns and exception handlers.
not just single-threaded happy-path coverage.
negation
not the entire codebase; focus analysis on changed lines and their immediate callers and callees.
not just process liveness.
cache invalidation
load balancers
file uploads
retry
scaling policy
distributed locks
internal paths
type mismatch
memory store
re-throw
growing caches without eviction
sockets
greedy vs. lazy mismatch