HumanLayer

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

HumanLayer enables AI agents to communicate with humans in tool-based and async workflows. Guarantee human oversight of high-stakes function calls with approval workflows across slack, email and more. Bring your LLM and Framework of choice and start giving your AI agents safe access to the world. Agentic Workflows, human in the loop, tool calling

ACP（Agent Control Plane）是一个分布式代理调度器，其设计目标是简洁、清晰和易于控制。它专为无需监控即可运行的外部循环代理而设计，这些代理执行异步工具调用，例如请求人工反馈以处理关键操作。完全支持MCP。