analytics

Anthropic has released Claude Reflect, an analytics dashboard that tracks how users interact with Claude, including conversation topics, usage patterns, and task types. The feature, available in beta for Free, Pro, and Max tier users with memory enabled, includes mindfulness prompts and suggestions for better AI integration.

GitHub has expanded its Copilot usage metrics API to include team-level reporting. The new user-teams endpoint maps each Copilot-licensed user to their team memberships, allowing organizations to analyze AI coding assistant adoption and usage patterns across team structures.