Frigade创始人Christian在Hacker News分享了该公司开发的Assist API工具1。这一工具旨在解决AI Agent在SaaS产品中难以理解复杂用户界面的问题，通过为浏览器agent提供可视化引导功能，使其能够准确执行用户指令1。
Assist API的工作流程分为三个环节1。首先，系统收集用户屏幕上的上下文信息、权限设置和功能标志；其次，如果问题涉及具体操作，工具会在屏幕上生成点击指引，若属于概念性问题则返回文本说明；最后，对于无法处理的请求则拒绝响应1。该工具通过提供测试账户，让浏览器agent自动登录并遍历整个产品界面，建立应用工作方式的映射表，从而实现自动学习机制1。
Frigade是Y Combinator W23届的孵化企业1。系统支持按计划重新运行或通过CI/CD流程触发更新1。
Frigade, a Y Combinator W23 company, has introduced the Assist API, a tool designed to help AI agents navigate complex product interfaces by providing on-screen click guidance to users1. The tool addresses a fundamental challenge: AI agents often struggle to understand and interact with intricate application UIs when responding to user queries1.
The Assist API operates through a three-stage workflow1. First, it collects contextual information from the user's screen, including permissions and feature flags1. Based on this data, the system can either generate visual on-screen guides directing users where to click if the query is actionable, provide text explanations for conceptual questions, or decline to assist if unable to help1. To build its understanding of how an application works, Frigade's system uses a browser agent that automatically logs into a test account and traverses the entire product, creating a comprehensive map of the application's functionality1. Updates to this mapping can be triggered on a schedule or through CI/CD automation1.
Frigade founder Christian shared the tool on Hacker News, providing a demonstration video and links to documentation for developers interested in integrating the Assist API into their AI agent implementations1.
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