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Build with AI: Vibe Code a Prompt Engineering Agent to Drive LLM Adoption

Build with AI: Vibe Code a Prompt Engineering Agent to Drive LLM Adoption

1h 43mBeginner2025-08-15

Authors

Lillian Pierson, P.E.

Lillian Pierson, P.E.

Engineer, CEO, and Head of Product at Data-Mania

Course details

In this hands-on course, learn how to build a multiagent prompt engineering system that drives internal LLM adoption across your organization by automating dynamic prompt execution across complex workflows. Using tools like Bolt, Claude, and Airtable, instructor Lillian Pierson shows you how to build a chain of task-specific agents: a sequential pipeline where each agent executes specialized prompt engineering tasks with dynamic variable substitution. Create structured input interfaces, integrate LLM APIs with parameterized prompts, orchestrate multiservice automations, and implement file management systems. Build webhook handlers, automate Google Drive operations, and create database integrations for tracking outputs. Whether you're a data professional, tech leader, or AI strategist, this course equips you with the skills you need to scale prompt engineering best practices across departments, driving measurable enterprise AI adoption.

Learning objectives
Design a structured prompt input interface to help internal teams provide high-quality prompt components (task, context, and constraints) through a user-friendly front end.
Integrate with Claude, or any LLM API, to automatically generate optimized prompt variations based on structured user input.
Build a lightweight AI agent that responds to real-time triggers and autonomously performs prompt engineering tasks.
Create reusable workflow templates with parameterized prompts that can be duplicated and modified for different use cases across teams.
Learn methodologies to drive LLM adoption across enterprise business units by building automated prompt engineering workflows that reduce manual AI interaction complexity and enable consistent, repeatable outcomes through structured automation systems.

Skills covered

Programming FoundationsAI Productivity ToolsGenerative AIArtificial Intelligence FoundationsArtificial Intelligence for BusinessArtificial Intelligence (AI)Business Software and ToolsSoftware DevelopmentOne-Off

Concepts

0. Introduction

  • 01 - Vibe code an agent to drive LLM adoption
  • 02 - Choosing what you ll automate first
  • 03 - Exploring how prompt agents drive LLM adoption

1. Form Setup and Data Collection

  • 04 - Building a UI with Bolt
  • 05 - Configuring a webhook in n8n
  • 06 - Connecting a Bolt form to n8n
  • 07 - Embedding and testing the Bolt form on a public website

2. AI-Powered Visual Asset Generation

  • 08 - Setting up a Google Drive folder for automated outputs
  • 09 - Adding the OpenAI API
  • 10 - Building the thumbnail prompt using an LLM chain
  • 11 - Uploading creative asset to Google Drive

3. AI-Powered Copy Generation

  • 12 - Adding the Anthropic API
  • 13 - Generating a 2,000-word script
  • 14 - Creating a Google Doc
  • 15 - Inserting script into Google Doc
  • 16 - Creating presenter script outline
  • 17 - Writing an outline in Google Docs
  • 18 - Automating content repurposing and SEO blog writing

4. Project Management and Tracking

  • 19 - Creating fields - Titles, prompts, assets, scripts
  • 20 - Configuring Airtable integration
  • 21 - Pushing outputs to Airtable for visibility and handoff
  • 22 - Debugging an n8n workflow using sandbox testing
  • 23 - Live n8n workflow debugging

Conclusion

  • 24 - Next steps

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