Agentic Tool-Use Pipeline | mysimulator.uk

Agentic Pipeline

Gate policy

Confidence threshold 0.75

Tasks scoring at or above this go straight to auto-resolve; below it, they escalate to a human.

Tool reliability

Tool error rate 0.18

Chance the tool call returns a wrong result — the model can still report high confidence.

Verifier strictness 0.55

Chance the verifier catches an injected error before the confidence gate.

Operations

Task arrival rate 1.6/s

Human review capacity 1.0/s

How fast a human reviewer can clear the escalation queue.

Outcomes

Auto-resolved

Escalated

Blocked by verifier

Silent failures

Human queue

Silent-fail rate

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task in flight tool error injected blocked by verifier auto-resolved (correct) silent failure human review