Explore a practical, demo-oriented conference talk presented by Burr Sutter of Red Hat at All Things Open AI 2025, designed for enterprise application developers and hands-on architects interested in building LLM-infused enterprise applications. Journey down the rabbit hole of AI integration as the speaker demonstrates how to incorporate large language models into enterprise applications while addressing their challenges as unreliable, unpredictable, unverifiable, and potentially expensive components within microservices architecture. Learn through code examples and demonstrations about hallucination detection and mitigation, CI/CD integration, observability techniques, retrieval augmented generation (RAG), effective prompting strategies, tool implementation, fine-tuning approaches, and pathways toward agentic AI systems. This 40-minute session balances fun with practical knowledge to equip developers with the skills needed to navigate the wonderland of AI implementation in enterprise environments.