Knowledge Base

Answers and Guides

What Is an Agent Framework and What Should You Look For?

An agent framework is the layer between a raw LLM and a working agent: it handles tool and function calling, memory, multi-turn o…

What Are User-Scoped Agents and Why Do They Matter for Multi-Tenant AI?

A user-scoped agent runs every request under the identity, permissions, and data boundaries of the person who made it, instead of…

What Are Multi-Tenant Agents and How Do You Build Them?

Multi-tenant agents are AI agents that serve many users or organizations from one deployment while keeping each tenant's data, me…

What Makes an AI Agent Production-Ready?

A production-ready agent is one that can safely serve many real users, not just answer a demo prompt. The difference is rarely th…

What Are AI Agents and How Do You Connect Them to Real-World Tools?

An AI agent is a system that uses a language model to decide what to do next — calling tools, fetching data, and chaining steps —…