Application Updates

Added

• Add get_metrics_timeseries endpoint to the MCP server. This endpoint exposes timeseries metrics to an AI Agent, enabling queries such as

  Show me the load average for all front-end machines on MyApp/production

  Shell

  Here's a summary of the load averages for the two frontend machines:
  
  1. frontend1:
    - Load average range: 0.83 - 1.6
    - Current load: 0.94
  
  2. frontend2:
    - Load average range: 2.0 - 3.01
    - Current load: 2.18
  
  The frontend-ams1 machine appears to have a significantly higher load compared to frontend1, with load averages consistently above 2.0, while frontend2 stays mostly below 1.5.
  

  We are still working on metric discovery. Right now you have to be quite specific to get the desired metrics.

• Add kubernetes volume metrics to node page.