AI Agent Retention & Workflow Reliability Lab

D3 DAG v2.4
Agent Archetypes:
Empirical Retention Index
92.4 / 100
High Retention Habit
Reliability Boundary Safety
98.2%
Human Oversight Burden
Low (1 Gate)
Hallucination Safety Margin
98.0%
Execution Loop Directed Graph (D3 Canvas)
Click node to edit configuration
Node Configuration: Human Approval (High Impact Rules) GATE
Noise & Stress Parameters
API Transient Error Rate 5.0%
Context Drift Rate 1.0%
Hallucination Risk Rate 2.0%
Execution Trace Console
Diagnostic Analysis: Identified bottleneck in Human Approval Gate (Average Wait Time: 4.2m). High overall retention due to bounded tool calls and deterministic schema enforcement.
Node-by-Node Execution Diagnostics
Node ID Step Label Type Avg Latency Error / Retry Rate Retention Impact
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