Ably outlines its transformation into an AI-first company, emphasizing internal adoption and practical integration of AI across teams. The article details their three pillars for success, the implementation of the Model Context Protocol (MCP), and the tools selected to enhance productivity and collaboration.

Dropbox has successfully integrated AI into its engineering workflows, achieving over 90% adoption among developers by focusing on strong leadership alignment, intentional deployment, and internal knowledge-sharing. The CTO and Senior Director of Engineering Productivity discuss the importance of AI as a collaborative tool that enhances productivity, automates tasks, and redefines the software development lifecycle, while also emphasizing the need for continuous evaluation and improvement of both internal and external AI tools.