●builderA concrete example of date logic failures in production billing agents — a reminder that temporal reasoning edge cases in agentic finance workflows carry real customer-facing consequences.
●policyIllustrates compliance risk when AI agents autonomously issue financial demand notices with factual errors, a pattern regulators are increasingly scrutinizing.