Analyze the Genesis KB ingestion pipeline's capability to scale to 50+ platforms: Current pipeline: Sitemap → Fetch → Extract → Chunk → Embed (Gemini 3072d) → Qdrant + PostgreSQL For each step, identify: 1. What works at current scale (1,398 Telnyx pages)? 2. What breaks at 50 platforms × 5,000 pages = 250,000 pages? 3. Cost at scale (Gemini embedding costs, Qdrant storage, PG storage) 4. Time to ingest a new platform (hours? minutes?) 5. Freshness maintenance (re-crawling strategy) Optimization opportunities: - Cloudflare Workers for parallel fetch (edge-distributed) - Incremental updates (only re-embed changed pages) - Embedding model selection (cheaper alternatives to Gemini 3072d?) - Compression and deduplication Calculate the TOTAL COST to ingest the top 20 platforms.