Learn to integrate Generative AI into applications effectively while avoiding common pitfalls and budget overruns in this 33-minute conference talk. Discover practical strategies for implementing AI chatbots and agents, managing development costs, and controlling expenses associated with AI integration. Explore model hosting decisions, cost management techniques, and the importance of output validation in GenAI applications. Master advanced techniques including prompt management, observability implementation, and evaluation frameworks to ensure reliable AI performance. Gain actionable insights for shipping AI applications faster, more cost-effectively, and with greater reliability, cutting through industry hype to focus on measurable results and practical implementation strategies.