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- Identify zero-downtime deployment risks from schema changes
cache invalidation
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cache invalidation
file uploads
load balancers
retry
scaling policy
type mismatch
distributed locks
internal paths
re-throw
memory store
growing caches without eviction
sockets
floating-point epsilon failures
greedy vs. lazy mismatch
array indexing
short-circuit evaluation misuse
underflow
pinned versions
type mapping failures
deprecation warnings
zero-length strings
schema migrations
ambiguous decision boundaries
partial updates