Overview
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Learn to build and monitor AI applications through this comprehensive 49-minute workshop that combines hands-on development with practical monitoring strategies. Start with Python programming fundamentals and internet basics including HTTP methods, then progress to advanced concepts like Large Language Models (LLMs) and prompt engineering techniques for optimal AI interactions. Build your own functional AI bot using a modern tech stack including HTML, CSS, Python, Flask, and OpenAI APIs, while exploring optional instrumentation with New Relic for comprehensive application monitoring. Gain practical experience with API integration through Flask, a lightweight Python web framework, and discover how to leverage AI services to boost productivity in real-world applications. Complete the workshop with a working AI bot that you can interact with and understand the underlying mechanisms of AI application development and monitoring, preparing you to implement similar solutions in professional environments.
Syllabus
Effectively monitoring AI applications - Spence Taylor | PlatformCon 2025
Taught by
Platform Engineering