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Agent Governance and Infrastructure: Failure Patterns, Tools, and Observability

Agent Governance and Infrastructure: Failure Patterns, Tools, and Observability

Production guidance continues converging on typed tools, least privilege, approvals, sandboxing, durable execution, rollback, provenance, and correlated traces. DecepEval and WebFovea/WebRetriever show that deception and realistic interaction failures require adversarial, condition-sensitive evaluation in addition to OpenTelemetry-based monitoring.

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Updated Oct 8, 2026