kapynDev Tools

Built from the inside out: How AWS Professional Services became a frontier team first

AWS ProServe rebuilt its delivery process to compress timelines from months to days. This fundamental shift prioritized internal process innovation over simply adding AI tools, offering valuable lessons for other engineering organizations. The team shares practices that enabled them to become a "frontier team."

AWS ML Blog·Jun 12, 2026

Opening Kapyn…