AI development cluster
An agent is a loop that can call tools: search, create a ticket, fetch a booking, draft a reply. That is useful in operations software. It is dangerous if the agent can refund, delete, or message customers without a gate. AppsAura builds agents as restricted workers on top of APIs we already design for products like Vistarx-style operations — not as a free-roaming employee.
We define tools as boring APIs with least privilege. The agent gets a short menu: look up, draft, queue for approval. Irreversible actions stay on a human. We log every tool call. If the vendor’s ‘agent framework’ cannot show that log, we do not use it in production.