showcase/integrations/langgraph-python/qa/a2ui-recovery.md
/demos/a2ui-recovery on the dashboard hostOPENAI_API_KEY is set; LANGGRAPH_DEPLOYMENT_URL points at the LangGraph deployment exposing the a2ui_recovery graph (registered as agent name a2ui-recovery — see src/app/api/copilotkit-a2ui-recovery/route.ts)ag-ui-langgraph >= 0.0.41 (the get_a2ui_tools validate→retry recovery loop + a2ui_recovery_exhausted hard-fail envelope) and the @copilotkit A2UI renderer (the building/retrying/failed lifecycle rendering)injectA2UITool: false; the agent owns generate_a2ui via get_a2ui_tools({ recovery: { maxAttempts: 3 } }) (see src/agents/recovery_agent.py)catalogId: "declarative-gen-ui-catalog") and the Vantage Threads sales context — no new components/demos/a2ui-recovery; verify the page renders within 3s and a single CopilotChat pane is centered (max-width ~896px, rounded-2xl, full-height)runtimeUrl="/api/copilotkit-a2ui-recovery" and agent="a2ui-recovery" (DevTools → Network: sending a message hits that endpoint, not /api/copilotkit)render_a2ui returns free-form / sloppy A2UI args (components & data as JSON strings rather than structured arrays). Verify the middleware heals them via parse_and_fix into a valid surface that paints (no broken surface, no error banner)declarative-metric row ("Quarterly Revenue $4.2M", "Win Rate 31%") — i.e., the sloppy render was repaired and rendereda2ui_operations container (no a2ui_recovery_exhausted)failed state (NOT a broken/half-rendered surface and NOT a silent drop)render_a2ui was attempted up to the cap (3 attempts, all invalid) and the tool returned an a2ui_recovery_exhausted envelope (no a2ui_operations painted)showcase/aimock/d6/langgraph-python/a2ui-recovery.json): the inner render_a2ui call is matched by userMessage + toolName=render_a2ui. Healing itself is performed live by the toolkit recovery loop inside ag_ui_langgraph.get_a2ui_tools, not the fixture.a2ui-recovery demo; the backend recovery loop is provided by ag_ui_langgraph (get_a2ui_tools) rather than the ADK middleware (get_a2ui_tool).