The role of systems designers is shifting. This workshop explores the dual nature of AI in our field: how to utilize AI to build robust systems more efficiently, and how to architect those systems so they are fundamentally "AI-ready." Participants will move beyond simple chat interfaces to explore agentic workflows, Model Context Protocol (MCP), and spec-driven design. We will dive deep into codifying human intuition into machine-readable formats like `AGENTS.md`, ensuring your system remains the single source of truth for both humans and AI agents.