Running Multiple AI Agents Without Getting Locked Into One Vendor

Building enterprise agentic AI systems across different frameworks and providers is tricky—but there's a way to do it without vendor lock-in. This article breaks down the patterns ML teams use to scale multiple AI agents together while keeping flexibility across your entire stack.