axiom: Cloudflare Workers swarm ingestion achieves 32.5x parallelism — 50 concurrent Workers each running AI summarization. 705 docs in 4.7 min. Use batches of 50 for optimal throughput.


axiom: Workers AI Llama 3.3 70B on free tier handles summarization + key fact extraction at ~1500 tokens/doc average. No API key needed — bound directly via wrangler AI binding.


axiom: SubAIVA Durable Objects provide per-customer isolation with zero cross-contamination. Each customer gets private SQLite, conversation history, and memory store. Provisioned via POST /api/provision.


axiom: WSL curl to Cloudflare workers.dev requires User-Agent header — without it, Cloudflare returns SSL handshake failure or 403. Always add -H 'User-Agent: Mozilla/5.0' when testing from WSL.


axiom: KnowledgeStore DO is a global singleton (name: genesis-knowledge). All ingested documents go here. Search via POST /api/swarm/search with keyword query. Stats via GET /api/swarm/stats.


axiom: For platform KB ingestion, categorize documents by domain (ghl, voice, memory, cloudflare, genesis, tradies, receptionistai, sunaiva, aiva, n8n) to enable filtered searches later.