Learn how to manage the complexity of AI-infused applications through platform engineering principles in this conference talk from the Linux Foundation's Open Source Summit. Discover strategies for tracking token usage, managing multiple LLMs, organizing embedded databases, and handling prompts, resources, and tools with MCP (Model Context Protocol). Explore practical approaches to drive AI projects systematically rather than diving in without structure, addressing the organizational challenges that emerge when integrating AI features into applications. Gain insights into creating order from the chaos that often accompanies rapid AI adoption in development environments.