Embedding Engines: Same Model, Divergent Results. Distributed LLM Inference: Kubernetes-Native Evolution. Quantum-Safe VPNs: Real-World QKD Deployment. LlamaFirewall and Security in AI Workflows. Model Context Protocol (MCP) and Tool Integration