AI article

PO Matching Looked Like It Halved Unsafe Invoice Approvals Until I Checked Why

Community description: A LangGraph invoice agent killed with SIGKILL; its PO check looked like it halved unsafe approvals, but 5 of 6 were routed, not detected (synthetic).

Dev.to | Oct 16, 2026 | Raihan

Automated excerpt

Restricting to invoices whose PO world agrees with the truth removes that effect: v2 approved 151 invoices with 6 wrong, v3 approved 150 with 5 wrong. The PO check stopped 11 invoices and all 11 were wrong extractions (item text, the field a PO can see). Nothing about real invoices, purchase orders or the real registry.

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