Data
PromptBeginner5 minmarkdown
- Check that concurrent data structures (ConcurrentHashMap
channels
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channels
not just single-threaded happy-path coverage.
including early returns and exception handlers.
negation
not just process liveness.
not the entire codebase; focus analysis on changed lines and their immediate callers and callees.
databases
cache invalidation
load balancers
missing fields
file uploads
scaling policy
retry
internal paths
type mismatch
distributed locks
memory store
re-throw
atomics
growing caches without eviction
sockets
greedy vs. lazy mismatch
floating-point epsilon failures
short-circuit evaluation misuse