Explore tips and tricks for leveraging OpenAI's Codex model to tackle coding challenges in this 38-minute conference talk from Microsoft Build 2022. Begin with an overview of GPT-3, Codex's predecessor, before delving into Codex's code generation capabilities. Learn effective strategies for eliciting accurate code from Codex, including an in-depth exploration of prompt engineering. Discover how to use Codex with BabylonJS for creating 3D scenes using natural language, and see a demonstration of teaching Codex with a Minecraft bot API. Gain insights into various Codex applications and future developments in finetuning for both OpenAI and Azure OpenAI.