我的职责不仅限于服务本团队。重要工作是构建可复用的HR工作流，供客户共享。当为Zapier人力资源团队设计面试总结工具或自助政策机器人时，我始终 思考其如何惠及全球其他HR团队。有时甚至反向激发：客户的实际案例会催生工作流方案，进而反哺Zapier内部。 神译局是36氪旗下编译团队，关注科技、商业、职场、生活等领域，重点介绍国外的新技术、新观点、新风向。 编者按：AI自动化工程师是一个新兴岗位，这个岗位不需要有编程基础，但需要有探索解决问题的好奇心。本文来自编译，希望对您有所启发。 作为一名Zapier的学习设计师，我曾致力于帮助团队成员成长：设计并主持培训课程，创建赋能资源，协助同事理解其工作如何推动公司战略。如今我加入 人力资源团队担任AI自动化工程师，但核心使命始终如一：持续助力团队成员发挥最佳工作效能。 1. 何为AI自动化工程师？ AI自动化工程师这个头衔听起来有些模糊，其实工作内容很明确：我深入一个团队，发掘提升团队效率的契机，并构建能把握这些机遇的人工智能工作 流。目标是创造可量化的改进，让同事们能专注于创造力、战略规划和人际联结。 我认为这个职位名称会随着时间推移越来越常见。例如：内容营销团队 ...

Core Insights - The article explains the concept of Webhook in simple terms, comparing it to a "doorbell" for systems to notify each other in real-time, eliminating the need for constant polling [2][10][12]. Group 1: Understanding Webhook - Webhook is described as a "reverse" API that allows systems to send notifications to each other without the need for constant inquiries [10][12]. - The traditional API method requires users to actively check for updates, which is inefficient and resource-consuming [6][7]. - Webhook simplifies this process by allowing systems to push notifications when specific events occur, such as payment confirmations [12][14]. Group 2: Installation and Functionality - Setting up a Webhook involves three main steps: providing a Callback URL, specifying the events to subscribe to, and handling incoming notifications [17][20][23]. - The Callback URL acts as the "address" where notifications will be sent, and it must be configured in the system that will send the notifications [18][19]. - The system sends an HTTP POST request containing a Payload with relevant information when an event occurs [24][26]. Group 3: Common Pitfalls - Security is a major concern, as the Webhook URL is publicly accessible, making it vulnerable to unauthorized requests [29][30]. - Implementing signature verification is crucial to ensure that notifications are legitimate and from trusted sources [33][35]. - Handling duplicate notifications is necessary to prevent processing the same event multiple times, which can lead to errors [39][40]. Group 4: Practical Implementation - The article provides a step-by-step guide for setting up a Webhook receiver using Python and Flask, including code examples [26][50][56]. - It emphasizes the importance of using tools like Ngrok to expose local servers to the internet for testing purposes [62][63]. - Postman is recommended for sending test requests to verify the Webhook functionality [70][73]. Group 5: Automation with n8n - The article concludes by demonstrating how to integrate Webhook functionality into n8n for automated workflows, allowing for seamless communication between systems [75][88]. - It highlights the shift from a "pull" model to a "push" model in system interactions, enhancing efficiency and responsiveness [85].

AI Learning Resources - AI For Everyone (Coursera) is recommended as a starting course for individuals with no technical background to learn AI basics [1] - ChatGPT, Notion AI, Zapier, Claude, and Perplexity are suggested as essential AI tools to learn [1] Influencers and Platforms - YouTube channels like Jeff Su, The AI Advantage, Futurepedia, Jordan Harrod, Skill Leap AI, and AI Master are valuable resources for learning about AI [1] Personal Recommendation - RT Vonn (@itsthewealth4me) shares a recommendation for learning AI basics in 2025 [1]