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Findings are observations that IronBee’s analysis identified, a file with a high fix-cycle rate, a pattern of retries, excessive token spend, or a behavioral habit worth changing. Each finding is grounded in actual session data.

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Finding areas

AreaWhat it covers
QualityVerification thoroughness, fix effectiveness, recurring failures
EfficiencyTime and compute waste, rework rate, slow sessions
PatternsFiles and issues that recur across sessions
BehaviorAgent working habits and interaction style
CostToken spend, cache efficiency, expensive sessions

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Severity levels

SeverityMeaning
notice (Information)Descriptive observation, informational, no action required
concernWorth watching, may have a linked recommendation
criticalSerious degradation, should have a linked recommendation
Only concern and critical findings can have recommendations attached.

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Scopes

Account Findings

Findings across all projects on the account.

Project Findings

Findings scoped to a single project.