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Silent Failures: Why AI Agents Collapse in Production

AI 에이전트가 생산 환경에서 실패하는 진짜 이유

Why it matters

Most enterprise AI agent failures occur not due to model limitations but from improper context management in production deployments. Treating the Model Context Protocol as a simple API wrapper rather than a distributed state contract leads to invisible, gradual degradation—making proper lifecycle and schema validation critical for reliability.

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Model Context ProtocolAI agentscontext managementproduction deploymentschema validation

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