Beyond code generation: rethinking engineering productivity in the age of AI agents

What this post added

This post introduces Dropbox's approach to AI agents as a platform for engineering productivity, moving beyond simple code generation. It details the development and impact of Nova, an internal AI agent platform that enables engineers to delegate scoped tasks to AI agents. The post highlights how Nova integrates with existing engineering workflows, handles tasks like code implementation, migrations, and bug investigation, and emphasizes the importance of surrounding systems (codebase context, internal practices, safe execution, workflow integration, human review) for agentic success. It also discusses the evolution of engineering productivity metrics to encompass workflow adoption, production output, and customer impact, rather than just code output, and stresses the need for enablement alongside tooling for successful agentic workflow adoption.