Documentation

AI Diagnosis

The AI diagnosis surface helps investigate issues, but should be treated as assistance rather than a guaranteed automated operator.

Try StackShiftRead the overview

AI Features

AI Diagnosis

Live

The AI diagnosis surface helps investigate issues, but should be treated as assistance rather than a guaranteed automated operator.

Goal

Explain what AI diagnosis is for and how to use it responsibly.

Current status

Live

This area is documented as current, user-reliable behavior.

Workflow

  1. 1Open the AI diagnosis surface when you need guided troubleshooting context.
  2. 2Use it alongside logs, status, and other operational evidence instead of treating it as the sole source of truth.

What AI diagnosis is good for

  • Giving you a structured starting point for investigation
  • Summarizing signals from builds or runtime failures
  • Reducing time-to-orientation before you inspect raw logs yourself

What it should not replace

  • Direct runtime and build logs
  • Resource status and recovery-state evidence
  • Operator judgment when the diagnosis and the raw evidence disagree

Expected result

Users treat AI diagnosis as a helper, not as the sole source of truth.