Dual RTX Pro 6000 on PCIe x8: Myths, Bottlenecks, and Real-World Performance. Secure LLM-Generated Code Gets Its Benchmark. AST Function Calling: LLMs' Hidden Weakness. LLM Colosseum: Battle of the Bots. Model Context Protocols, Git Repo Context, and Multi-Agent Advances