AI “best guess” failure diagnosis for runs/deploys

Add an optional AI-generated diagnosis on failures (runs, deploys, builds) that summarizes the most likely cause from logs/context and suggests next steps. This should include a confidence level and link to relevant docs/actions to reduce trial-and-error and support requests