Ready to dive into the world of AI-driven development? This hands-on workshop is an introduction to programmatically using AI models to automate content creation. You’ll learn to work with LLMs and image generation models through APIs, building a TypeScript-based command-line script that chains AI models together for real-world use.
From generating text and images to writing prompts for other models, you’ll get a step-by-step guide to using AI models in your development process. By the end of the session, you'll have mastered key concepts that are invaluable for any developer looking to integrate AI into their applications.
Here’s What You’ll Build:
- AI-driven content creation pipeline: You’ll learn to chain AI models like Claude for text generation and FLUX for images, letting them work together to produce fully automated content.
- Generate structured content: You’ll see how to create structured data (JSON) with AI, allowing you to organize your content and automate workflows.
- Models that write prompts for other models: Discover how to build a system where one AI model generates the prompts needed by another, creating a seamless, fully automated content generation loop.
- This is a real-world introduction to using AI models programmatically:
- Trigger the script in your build pipeline: Add this script to your development process, so it runs automatically on builds or as part of a cron-job.
- Version-controlled content: Commit the AI-generated content directly into your Git repository, where it can be versioned and tracked just like your code.
- Chaining models together: Learn to integrate multiple AI models in a single script, from prompt generation to content output, all while structuring your content programmatically.
- Real-World Use Cases:
- Automate marketing content: Automatically generate blog posts, videos, and images based on simple text prompts and integrate it into your content delivery pipeline.
- AI-powered CI/CD: Automate content creation as part of your deployment process, generating new marketing assets or documentation as you push code.
- AI-enhanced workflows: Use AI to create structured content that can be stored, managed, and reused across your applications.
No need for advanced AI expertise—this workshop is perfect for developers with a basic understanding of JavaScript or TypeScript. You’ll leave with practical skills for integrating AI models into any development workflow.
Key Takeaways:
- Build a command-line script that chains AI models like Claude and FLUX together.
- Learn to generate structured content and use AI models to write prompts for other models.
- Seamlessly integrate your AI-powered content pipeline into your development workflow or build pipeline.
Take the first step towards mastering AI-driven automation in your development projects.
Register now and quack the code!
