• If you jump into the Amplitude product and view the new Dashboard Agent run, you can see two separate deep dives: (1) summary + top overall insights like before and (2) a new section dedicated to the week-over-week differences if the agent was run the previous week.

• The outbound Slack and email notifications are condensed to focus on the most important parts of the weekly differences and the overall top takeaways since many users passively skim these reports in async channels.

• The Dashboard Agent now autonomously analyzes the dashboard snapshot, identifies interesting charts for deeper investigation, and runs enhanced comparative analysis, allowing more advanced analyses including data beyond the current dashboard in the future.