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Tag: LLM Observability

What Actually Breaks When You Ship a GPT to Production (And How to Stop It)

LLM production pipeline diagram showing eval gates, rate limits, guardrails and rollback controls with failure warning indicators

5% of production LLM requests fail. Here’s the operational breakdown — prompt drift, rate limits, rollback complexity — and the engineering controls that stop it.

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