LAGE — Human-Approved Outreach Workflow
Enoch Chan
LAGE — Human-Approved Outreach Workflow
INDEPENDENT SYSTEM PROJECT
System architecture
A structured workflow that keeps research, drafting, approval, suppression, sending, and delivery reconciliation separate.
Workflow
Research/draft → human approval → suppression, reply and objection checks → durable reservation → sender → delivery reconciliation.
Safety surfaces
Approval gate, suppression, idempotency, delivery-attempt ledger, fail-closed configuration, and a provider-neutral boundary.
Boundary
Internal system architecture and self-initiated project. No client engagement, campaign result, revenue, deliverability outcome, or customer claim is made.
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Posted Aug 14, 2026
Human-approved outreach workflow: draft, approval, suppression checks, send reservation, idempotency, and delivery reconciliation. No client outcome claimed.
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