The AI Automation Masterclass: Build a Self-Running Business in 1 Day
Course Outline & Syllabus
📌 Course Background
In today's digital landscape, business owners, creators, and marketers find themselves bogged down by repetitive manual processes—such as writing social scripts, rendering videos, and manually publishing content. "Vibe Coding" represents a paradigm shift where non-technical professionals can build, deploy, and monitor custom software pipelines simply by speaking to computers in plain English.
Led by Keith NG, a distinguished Speaker, Certified Professional Trainer, and Online Business Specialist with over 16 years of experience, this masterclass equips participants with the mindset, tools, and scripts to construct an automated content and marketing pipeline that runs on autopilot.
🎯 Learning Objectives
By the end of this 1-day masterclass, participants will be able to:
- Design custom workflow blueprints that map manual tasks directly into an automated pipeline.
- Utilize Gemini Notebook to convert unstructured company documents into organized research databases and brand voice guidelines.
- Configure API connections with the DeepSeek Pro API to generate marketing scripts at minimal cost.
- Vibe Code custom Python scripts using Google Antigravity to automate bulk media renaming, sorting, and compilation.
- Connect webhook endpoints to sync a script's output directly to social media scheduling dashboards.
- Master Google Flow's Scene Builder to generate videos featuring consistent AI avatars, and chain them to the automated processing script.
- Troubleshoot AI hallucinations and save system optimizations using the
/learncommand.
👥 Target Audience
- Small Business Owners seeking to offload repetitive digital tasks and reduce operational overhead.
- Digital Marketers and Content Creators wanting to 10x their content publishing volume.
- Non-Technical Founders who want to deploy automated mini-software tools without coding.
- Note: No prior coding experience or technical background is required.
🛠️ Tools & Prerequisites
Participants must have active accounts/access to:
- Google Antigravity 2.0 (Open and configured on their laptop).
- DeepSeek API account (With at least $5 of credit).
- Google AI Pro plan (Included as part of the 18-months bonus upgrade).
- A social media scheduling platform supporting webhooks/APIs (e.g., Buffer, Make.com, or Zapier).
- Python 3.10+ pre-installed on their machines.
📅 High-Level Schedule
| Time | Duration | Module / Section | Focus |
|---|---|---|---|
| 09:30 - 10:00 | 30 min | Registration & Setup | Access check, tool loading, and environment prep |
| 10:00 - 11:30 | 90 min | Section 1: The Vibe Coding Mindset & Blueprinting | Evolution of vibe coding, Google Antigravity basics, and Lab 1: Pipeline mapping |
| 11:30 - 11:40 | 10 min | Morning Break | Networking and coffee |
| 11:40 - 13:10 | 90 min | Section 2: The Research & Content Engine | Deep research with Gemini Notebook, DeepSeek API integration, and Lab 2: Script generation |
| 13:10 - 13:55 | 45 min | Lunch Break | Rest and unstructured discussion |
| 13:55 - 15:25 | 90 min | Section 3: Vibe Coding Your Automation Tool | Structuring logic for Antigravity, and Lab 3: Folder monitoring Python script |
| 15:25 - 15:35 | 10 min | Afternoon Break | Refreshments |
| 15:35 - 16:35 | 60 min | Section 4: The Publishing Bot & Social Sync | APIs and webhooks, and Lab 4: Connecting the script to the scheduling endpoint |
| 16:35 - 17:35 | 60 min | Section 5: High-End Video Production (Bonus) | Google Flow video prompting, avatars, and Lab 5: Character generation & pipeline integration |
| 17:35 - 18:00 | 25 min | Section 6: Troubleshooting, Launch & Closing | Hallucinations, the /learn command, Lab 6: Classroom Theater showcase, and Q&A |
📖 Detailed Module Breakdown
Section 1: The Vibe Coding Mindset & Custom Blueprinting
- Lecture 1: The Shift to Vibe Coding. Explaining LLMs (The Brain), AI Agents (The Builder), MCP (The Toolbox), and APIs (Application Programming Interface). Real-life automation business case studies.
- Lecture 2: Meet Your Agent: Google Antigravity. Standing up Antigravity 2.0 as our central command system, and Using Skills.
- Lecture 3: The Golden Rule of Prompting. Context, constraints, and objectives. The three rules: Evaluation, Enforcement, and Guardrails.
- Lab 1: Blueprinting Your Pipeline. Identify the bottlenecks, map inputs/outputs, and detail a 3-4 step pipeline.
Section 2: The Research & Content Engine
- Lecture 4: Deep Research with Gemini Notebook. Training AI on corporate files to generate FAQs, summaries, and personas.
- Lecture 5: Introduction to AI LLM Brain API. Selecting DeepSeek Pro API for cost-efficiency (e.g., $0.43/M input, $0.87/M output) vs. OpenCode, Gemini, Zenmux, OpenRouter.
- Lab 2: Automating Script Generation. API key generation, Gemini Notebook analysis, and crafting the "Brand Voice System Prompt."
Section 3: Vibe Coding Your Automation Tool
- Lecture 6: Structuring Your Vibe Code. Communicating logic and breaking file management tasks into bite-sized prompts for Antigravity.
- Lab 3: Building a Bulk Processing Script. Initialize workspace, vibe code folder monitoring, and implement auto-renaming and sorting in Python.
Section 4: The Publishing Bot & Social Sync
- Lecture 7: Connecting the Social Engine. Bridging local Python scripts with the web using Webhooks and APIs.
- Lab 4: The Final Connection. Retrieve platform webhooks, extend the Python script to send final media and captions, and test the integration.
Section 5: High-End Video Production with Google Flow (Bonus)
- Lecture 8: Introduction to Google Flow. Activating the 18-Month Google AI Pro accounts and navigating Omni Flash.
- Lecture 9: Crafting the Perfect Video Prompt. Subject, action, setting, camera angles, and lighting parameters.
- Lab 5: Generating Consistent Characters & Connecting the Pipeline. Building consistent avatars in Scene Builder, generating clips, and sending them through the Section 3/4 pipeline.
Section 6: Troubleshooting, FAQ & Closing
- Lecture 10: Handling AI Hallucinations. Debugging bad code, adding constraints, and using the
/learncommand in Antigravity. - Lab 6: Pipeline Launch & Classroom Theater. End-to-end execution, showcase of student pipelines publishing live, FAQs, and closing.