AI Agent Reliability & Cascade Failure Workbench

● Green: P(Success) > 80%

● Amber: High Loop/Retry Risk

● Red: Bottleneck/Cascade Fail > 25%

Reliability Math P(Task Success)

Theoretical Yield: 34.8%

Monte Carlo Observed: --

Runaway Loop Risk: 32.4%

Avg Tokens/Task: 8,420

Defensive Guardrails

Strict Schema Validation

Self-Correction Reflection Gate

Deterministic Tool Fallbacks

Max Retry Budget per Step

Bottleneck Diagnostic

Step 3 (Code Exec Tool) experiences high compounding cascade failure (25% step fail). Without output schema validation, unhandled errors leak into Synthesis LLM.

Monte Carlo Execution Logs

[System Ready] Topology initialized. Press 'Run 250 Iterations' to test failure cascades.

Agent Architecture Export