Explore the impact of AI on software engineering in this 25-minute conference talk from LeadDev West Coast 2023. Delve into the exciting potential and inherent dangers of AI assistants in development processes. Examine how AI integration affects team productivity, pace, and product potential while considering ethical, security, and legal risks. Analyze the evolution of engineering teams through Agile and DevOps, and anticipate future changes as AI-generated code becomes mainstream. Address the often-overlooked risk to engineering talent quality and skill development. Learn about necessary shifts in engineer structure and skills, including redefined junior roles, career progression, and organizational strategies to mitigate risks in this AI-driven landscape.