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Example output from a fictional n8n lead-routing agent. The real pilot works from your sanitized workflow/export.
Lead Triage Agent → Send Approval Email
Insert an explicit approval or deterministic policy gate before the external action.
Inbound Lead Webhook: authentication = none
Require signed/authenticated requests or a controlled upstream gateway before release.
Create CRM Lead: retryOnFail=true, maxTries=3
Use an idempotency key, external-ID lookup/upsert, or equivalent duplicate guard before retrying an unknown timeout.
OpenAI Route Lead performs a 3-label classification
Benchmark deterministic rules / small classifier before keeping a general-purpose LLM.
Agent node carries credential references for email + CRM actions
Confirm least-privilege credential sharing and client/project boundaries before handoff.
Real node names and evidence, graph/path review, prioritized remediation, a concise client-ready handoff, and a second pass after fixes when included in scope.