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14 integrations' `src/app/demos/layout.tsx` hardcoded "LangChain - Python" in `generateMetadata` — a copy-paste leftover from langgraph-python, which the file was cloned from. Every `/demos/*` page in mastra, strands, ag2, agno and 10 others rendered `<title>LangChain - Python</title>`. Each now uses the display name from its own `manifest.yaml` `name:` field, matching the convention the already-correct integrations use (langgraph-typescript -> "LangGraph (TypeScript)", strands-typescript -> "AWS Strands (TypeScript)"). langgraph-python itself is included: its manifest name and root layout both say "LangGraph (Python)", so "LangChain - Python" (the legacy Notion partner-column label) was stale there too.