Agentic workflows are showing up in every roadmap because they promise something every small team wants. More output without more headcount. But in production, most failures aren’t “the model was dumb.” They’re “we gave it freedom where we needed guarantees.”

In a startup environment, that mistake is expensive. Autonomy usually increases latency,...