05:10
2026-10-08
dev.to
ai-agents
Function calling vs free-form generation
A developer building a fintech receipt-scanning app found that free-form LLM generation produced non-deterministic, unauditable results — odd rounding, invented discounts, and unfounded fraud flags — …