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After sessions complete, IronBee automatically runs analysis an LLM-powered pass over session data that turns raw telemetry into actionable insights.

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Analysis types

IronBee produces five analysis types across two scopes:
TypeScopeWhat it covers
Project Quality AnalysisProjectVerification thoroughness, fix effectiveness, retry patterns, hot files
Project Cost AnalysisProjectToken spend, cache efficiency, cost per session, top billed sessions
Project Session InsightsProjectSession patterns, tool usage, context pressure, languages, activity categories
Account Cost AnalysisAccountAccount-wide spend across all projects and users
Account Session InsightsAccountAccount-wide behavioral patterns across all projects

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The analyses list

The Analyses page shows a card grid of recent analysis runs. Use the Account / Project scope tabs to switch between account-wide and project-scoped analyses. When viewing Project scope, use the project picker to select a project. Each card shows:
  • Analysis type and timestamp
  • A hero metric with a mini trend chart
  • Five secondary metrics at a glance
Click a card to open the full analysis detail view. Account Analysis: IronBee Console — Account Analysis Project Analysis: IronBee Console — Account Analysis

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How analysis works

  1. A session completes (verdict submitted or retry limit reached)
  2. IronBee aggregates session metrics into a structured data packet
  3. An LLM analyst processes the packet and produces findings and recommendations
  4. The analysis appears in the Analyses page and the Findings and Recommendations pages update
Analysis typically completes within a minute of session end.

Findings

Specific observations surfaced by the analyzer.

Recommendations

Directives injected into the agent’s context on future sessions.