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PARITY_NOTES.md and qa/beautiful-chat.md described `agent.to_ag_ui()`, which v2 removes. Replaced with the AG-UI adapter / `mount_agent()` wording this branch introduces. Also flags the PARITY_NOTES "Skipped demos" section as stale rather than silently leaving it: mcp-apps, hitl-in-chat and hitl-in-chat-booking all ship, and the reasoning/interrupt reasons no longer match manifest.yaml (which is the authority). Full rewrite tracked in OSS-777. The gen-ui-agent comments asserted a `src/agents/gen_ui_agent.py` and a `set_steps` tool that exist nowhere in this package. The cell has no route override, so it proxies to the root sales agent and its D6 probe is red on main (GH #6381). The comments now describe that, instead of an intended-but-unbuilt contract. Adds the missing `shared-state-read` entry to manifest.yaml `demos:` — it was declared under `features:` with no route or highlight. Mirrors langgraph-python's entry, which likewise omits an agent file because the cell runs on the neutral default agent.