Run the AI twin on llama-3.1-8b-instant, not 70b

The 'chat with me' twin answers short, factual questions grounded in my CMS data. An 8B model, streamed, with a rich grounded system prompt feels instant and costs almost nothing — the job is retrieval and phrasing, not open-ended reasoning.