Peter Kaplan enhanced agent capability profiling in the google/adk-python repository by implementing Agent Capability Detection within the Adk-Web server. He introduced an is_computer_use field to agent information, updating both the AppInfo model and AgentLoader to automatically detect the ComputerUseToolset. This backend development work, primarily using Python, improved the accuracy of asset inventory and laid the foundation for more intelligent orchestration and analytics. Peter’s approach focused on robust data modeling and seamless module integration, with thorough unit testing to ensure reliability. The work addressed the need for more precise agent categorization, supporting downstream automation without introducing new bugs.