We delivered a workshop for Renew Home's engineering team in conjunction with Haavn AI to educate their team on emerging best practices in AI development. We covered the basics surrounding effective work with AI, with a particular focus on the distinction between "vibe coding" and "AI-driven development" — where the former focuses on using AI to write one-off prototypes and the latter refers to ways in which AI can be effectively leveraged by experienced engineers in the development of large, pre-existing codebases.