Network Unreliability
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Networks fail in many ways: packets are dropped, delayed, duplicated, or delivered out of order. Connections time out, DNS fails, routers crash, and cables are cut. Distributed systems must handle all these failure modes gracefully with timeouts, retries, and circuit breakers.