Performance Analyst

### Epic

_No response_

### Description

**As a FlowFuse user**

**I want to have AI digest my Audit Logs at the Team, Application, and Instance levels**

**So that I can be presented with reporting that will help me troubleshoot my flows**

With the Performance feature in place, Audit Logging at each level, and new AI features, we should leverage these tools to provide FlowFuse users with improved data about the performance of their teams, applications, and instances.

A way to do this is to have AI review audit log reports and provide information that identifies areas of improvement at each level.

We can make use of the same design structure as the MQTT broker. The existing Performance tab can have a panel on the right called "Performance Analyst", and under it Team, Application, and Instance areas. A Summary view for each surfaces an AI summary with any areas of concern, and reports if there aren't any.

### Acceptance Criteria

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### Have you provided an initial effort estimate for this issue?

I have provided an initial effort estimate