Real-Time RAG: Setup Redpanda & Vector DB on Bare Metal

Bypass Kafka JVM latency limits. Master Redpanda C++ tuning, defeat catastrophic context injection attacks, and eradicate the AWS streaming cloud tax entirely on ServerMO Bare Metal. Phase 1: Escapin