This presentation moves beyond the conventional view of code generation, exploring powerful capabilities for analyzing and enhancing existing codebases. With a fixed output length, how should you scaffold out a new application? How can you leverage large context windows to effectively package an entire codebase in a prompt?

Together with Karl, you will explore a variety of applications from generating architecture diagrams, identifying code quality issues, implementing minor features, and even generating documentation. You’ll learn about useful prompting techniques and integrations with the responses. You’ll leave this session understanding how to apply Generative AI to help you build better software faster, even with an existing codebase.