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AI Agents in Production: What Actually Works After 6 Months

Most AI agent projects die between demo and production. After 6 months running agents at scale, these are the patterns that survived: model routing, trace-based debugging, loop detection, and hard cost ceilings.

GuidesAI CodingDeveloper ToolsMonitoringObservability1 min read · Apr 10, 2026