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A practical guide to 6 major production failure modes in LLM gateway deployments: SSE stream breaks, prefill timeout deadlock, mid-stream failover duplication, rate-limit jitter, semantic cache collisions, and shadow AI blind spots, with multi-layer timeout architecture and a hardening checklist.