tl;dr: Coding agent workloads, WebSocket-based communication, and Context Protocol (MCP). Slides & links: PDF Reading list TraceLab: Characterizing Coding Agent Workloads for LLM Serving Speeding up agentic workflows with WebSockets in the Responses API , OpenAI Model Context Protocol All lectures