AI Engineer Live Workshop: Build a Controlled AI Agent from Scratch

🔗 Register here:https://jiangren.com.au/events/6a966a029c34e8837a01de3f 🚀 AI Engineer Live Workshop: Build a Controlled AI Agent from Scratch🗣️ Language: Mandarin Chinese💻 Format: Online Live Workshop🎟️ Admission: Free with registration Building an AI demo is easier than ever: 👉 Connect an API👉 Write a Prompt👉 Add a chat interface But bringing AI into a real business workflow requires much more: • 📚 Can every answer be grounded in reliable sources? • 🛠️ Which tools is the Agent allowed to use? • 🛑 Can it stop when something goes wrong? • 🙋 Do critical actions require human approval? • 📊 Can its execution process be evaluated and traced? In this live workshop, JR Academy founder Lightman Wang will code and build a controlled AI Agent from scratch—live, without using a prerecorded demo. 👨‍💻 What Lightman Will Build Live • 🔍 RAG knowledge retrieval and citations • 🧰 MCP Tools and Tool Calling • 🔄 Agent Loops and execution boundaries • ✅ Human Approval workflows • 🛡️ Failure handling and execution tracing You will see how a basic AI feature can evolve into an Agent that is: Grounded · Actionable · Controlled · Traceable 🔥 AI Engineer Bootcamp Cohort #07 Upgrade Instead of completing disconnected AI demos, students will spend 13 weeks continuously building and upgrading the same Agent project. The system will evolve through five stages: • 🧱 System Foundation • ⚡ First AI Workflow • 📚 Grounded Intelligence • 🤖 Agent System • 🚀 Production Standard 🧑‍💻 Upgraded Teaching Format 📖 Theory Live: Learn the principles, architecture and engineering decisions. 💻 Practice Live: Code and implement each capability in the project. 12 Theory Live sessions + 13 Practice Live sessions From Week 1 to Week 13, every session contributes to the same Agent system. 👥 Who Should Attend? • Software Engineers • Backend and Full-stack Developers • Data and ML Engineers • DevOps and Cloud Engineers • Developers who have built RAG or Agent demos • Technology professionals preparing for an AI Engineer transition or interview 🎤 Speaker Lightman WangFounder of JR Academy 🗓️ Event Details 📅 Date: Thursday, 10 September 2026🕖 Time: 7:00 PM–9:00 PM Sydney Time (AEST)💻 Format: Online live stream🗣️ Language: Mandarin Chinese🎟️ Admission: Free with registration