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AI agent reliability monitoring dashboard showing SLO metrics and error budgets AI agent reliability monitoring dashboard showing SLO metrics and error budgets
Artificial Intelligence

AI Agent Reliability: SLOs That Survive Production

July 11, 2026 0 Comments

A production AI agent ran at 99.4% uptime for a quarter, returned HTTP 200s on every request, and was functionally broken for three weeks — the model had silently regressed when a cheaper variant was swapped in, and the pipeline kept emitting success codes for outputs no human could use. …

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