Automatic investigation of a failed build — verdict posted to chat

The scenario gathers the facts on a failed build — metrics, cluster state, change history, attachments from the report — and posts a ready verdict to chat: what broke and why. It only reads; it changes nothing.

  • The verdict is ready before the engineer opens the logs
  • Looks across every source, not just one
  • Fixes nothing on its own — it only collects facts
  • Attachments from the report are analyzed too
MCP Client Tool