⚡ Agent Loop Reliability & Retention Workbench v2.4-harden

Hardened Retention Index

88.5

Task Success Rate

94.0%

Avg Latency (ms)

1,820 ms

Est. Cost / Task

$0.0098

Unassisted Autonomy

81.0%

Tool Network Jitter: 25%

Context Drift Rate: 15%

Max Tool Retry Limit: 3

Deterministic Fallback

Stepped Execution Trace Rail Idle (Ready)

[System] Pre-loaded Customer Support Resolver loop. Click 'Run Stress Simulation' to execute failure matrix.

Production Schema Exporter

// LangGraph StateGraph Definition export const createHardenSupportAgent = () => { return new StateGraph({ channels: ["messages", "account_state", "retry_count"] }) .addNode("input_triage", triageIntent) .addNode("kb_retrieval", queryVectorDB) .addNode("reasoning_engine", generateResolution) .addNode("human_gate", approvalCheckpoint) .addNode("action_execution", executeToolCall) .addEdge("input_triage", "kb_retrieval") .addConditionalEdges("reasoning_engine", router) .compile({ checkpointer: new MemorySaver() }); };

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